filename
string | title
string | abstract
string | pred_lin
sequence | prompt
string |
|---|---|---|---|---|
3A630872732.jsonld | Ecology and molecular characterization of Neozygites tanajoae (Entomophthorales: Neozygitaceae) a fungal pathogen of the cassava green mite | For the biological control of the cassava green mite (Mononychellus tanajoa, Bondar), Brazilian strains of the entomopathogen Neozygites tanajoae were recently introduced into Africa to improve the control achieved by predatory mites. In order to monitor the establishment of the Brazilian strains two PCR primer pairs, NEOSSU_F / NEOSSU_R and 8DDC_F / 8DDC_R were tested on N. tanajoae strains collected from several locations in Brazil and from three countries in Africa, Benin, Ghana and Tanzania. The first primer pair enabled the species-specific detection of N. tanajoae, while the second differentiated the Brazilian isolates from those of other geographical origin. The results confirmed that the two primer pairs tested are suitable for the detection of N. tanajoae and the differential identification of Brazilian and African strains. PCR can therefore be used to monitor the establishment and spread of the Brazilian strains in Benin and in other African countries where they have been introduced recently in order to improve cassava green mite (CGM) control ... | [
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Ecology and molecular characterization of Neozygites tanajoae (Entomophthorales: Neozygitaceae) a fungal pathogen of the cassava green mite
- Document Abstract: For the biological control of the cassava green mite (Mononychellus tanajoa, Bondar), Brazilian strains of the entomopathogen Neozygites tanajoae were recently introduced into Africa to improve the control achieved by predatory mites. In order to monitor the establishment of the Brazilian strains two PCR primer pairs, NEOSSU_F / NEOSSU_R and 8DDC_F / 8DDC_R were tested on N. tanajoae strains collected from several locations in Brazil and from three countries in Africa, Benin, Ghana and Tanzania. The first primer pair enabled the species-specific detection of N. tanajoae, while the second differentiated the Brazilian isolates from those of other geographical origin. The results confirmed that the two primer pairs tested are suitable for the detection of N. tanajoae and the differential identification of Brazilian and African strains. PCR can therefore be used to monitor the establishment and spread of the Brazilian strains in Benin and in other African countries where they have been introduced recently in order to improve cassava green mite (CGM) control ...
- Document LIN Search class: ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1807051439.jsonld | New thermoresponsive amphiphilic block copolymers with unconventional chemical structure and architecture | The self-assembly of amphiphilic polymers in aqueous systems is important for a plethora of applications, in particular in the field of cosmetics and detergents. When introducing thermoresponsive blocks, the aggregation behavior of these polymers can be controlled by changing the temperature. While confined to simple diblock copolymer systems for long, the complexity - and thus the versatility - of such smart systems can be strongly enlarged, once designed monomers, specific block sizes, different architectures, or additional functional groups such as hydrophobic stickers are implemented. In this work, the structure-property relationship of such thermoresponsive amphiphilic block copolymers was investigated by varying their structure systematically. The block copolymers were generally composed of a permanently hydrophobic sticker group, a permanently hydrophilic block, and a thermoresponsive block exhibiting a Lower Critical Solution Temperature (LCST) behavior. While the hydrophilic block consisted of N,N dimethylacrylamide (DMAm), ... | [
"['che']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: New thermoresponsive amphiphilic block copolymers with unconventional chemical structure and architecture
- Document Abstract: The self-assembly of amphiphilic polymers in aqueous systems is important for a plethora of applications, in particular in the field of cosmetics and detergents. When introducing thermoresponsive blocks, the aggregation behavior of these polymers can be controlled by changing the temperature. While confined to simple diblock copolymer systems for long, the complexity - and thus the versatility - of such smart systems can be strongly enlarged, once designed monomers, specific block sizes, different architectures, or additional functional groups such as hydrophobic stickers are implemented. In this work, the structure-property relationship of such thermoresponsive amphiphilic block copolymers was investigated by varying their structure systematically. The block copolymers were generally composed of a permanently hydrophobic sticker group, a permanently hydrophilic block, and a thermoresponsive block exhibiting a Lower Critical Solution Temperature (LCST) behavior. While the hydrophilic block consisted of N,N dimethylacrylamide (DMAm), ...
- Document LIN Search class: ['che']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1750433451.jsonld | Funktionelle Charakterisierung der TatB-Untereinheit der thylakoidären Tat-Translokase | twin arginine translocation, TatB, in thylakoido-Rekonstitutionsversuch, Thylakoide, Thylakoidtransport Das thylakoidäre Tat-System beinhaltet die Membranproteine TatA, TatB und TatC und ermöglicht die Translokation gefalteter Proteine über ionendichte Thylakoidmembranen. Während TatB und TatC einen heterooligomeren Rezeptorkomplex zur Bindung der Tat-Substrate bilden, interagiert TatA transient mit TatBC-Substrat-Komplexen und vermittelt die Translokation der Tat-Substrate. Ziel der Arbeit war die Etablierung eines Rekonstitutionssystems für die Analyse der TatB-Funktion. Zu diesem Zweck wurden TatB, TatB-Varianten und chimäre TatAB-Proteine in in tyhlakoido-Rekonstitutionsversuchen mit anti-TatB-behandelten Thylakoiden eingesetzt. Die Quantifizierung des TatB-Bedarfs ergab, dass TatA und TatB in äquimolaren Mengen im Translokationsprozess benötigt werden. Zusätzlich wurde nachgewiesen, dass die amphipathische Helix von TatB essentiell für die Proteinfunktion ist. Außerdem wies TatB eine TatA-Aktivität auf, die eine Bifunktionalität von TatB in thylakoidären Tat-Systemen nahelegt. twin arginine translocation, TatB, in thylakoido reconstitution assay, thylakoids, thylakoid transport, chloroplast, Hcf106 The thylakoidal Tat-system, which consists of three membrane proteins namely TatA, TatB and TatC, is capable of translocating folded proteins across ion-tight thylakoid membranes. The integral membrane proteins TatB and TatC form a heterooligomeric receptor complex that binds to Tat substrates, whereas TatA mediates the membrane transport by transient association with substrate bound-receptor complexes. The aim of this work was to establish a reconstitution system for the functional analysis of TatB. For this purpose, TatB and its variants including chimeric TatAB were subjected to in thylakoido reconstitution assays employing anti-TatB antibody-treated thylakoids. Quantification of TatB demand showed that TatA and TatB are required in equimolar amounts in the translocation step. In addition, it was demonstrated that the amphipathic helix of TatB is essential for protein function. Finally, TatB comprises TatA activity, suggesting its bifunctionality in thylakoid Tat systems. | [
"['bio']",
"['che']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Funktionelle Charakterisierung der TatB-Untereinheit der thylakoidären Tat-Translokase
- Document Abstract: twin arginine translocation, TatB, in thylakoido-Rekonstitutionsversuch, Thylakoide, Thylakoidtransport Das thylakoidäre Tat-System beinhaltet die Membranproteine TatA, TatB und TatC und ermöglicht die Translokation gefalteter Proteine über ionendichte Thylakoidmembranen. Während TatB und TatC einen heterooligomeren Rezeptorkomplex zur Bindung der Tat-Substrate bilden, interagiert TatA transient mit TatBC-Substrat-Komplexen und vermittelt die Translokation der Tat-Substrate. Ziel der Arbeit war die Etablierung eines Rekonstitutionssystems für die Analyse der TatB-Funktion. Zu diesem Zweck wurden TatB, TatB-Varianten und chimäre TatAB-Proteine in in tyhlakoido-Rekonstitutionsversuchen mit anti-TatB-behandelten Thylakoiden eingesetzt. Die Quantifizierung des TatB-Bedarfs ergab, dass TatA und TatB in äquimolaren Mengen im Translokationsprozess benötigt werden. Zusätzlich wurde nachgewiesen, dass die amphipathische Helix von TatB essentiell für die Proteinfunktion ist. Außerdem wies TatB eine TatA-Aktivität auf, die eine Bifunktionalität von TatB in thylakoidären Tat-Systemen nahelegt. twin arginine translocation, TatB, in thylakoido reconstitution assay, thylakoids, thylakoid transport, chloroplast, Hcf106 The thylakoidal Tat-system, which consists of three membrane proteins namely TatA, TatB and TatC, is capable of translocating folded proteins across ion-tight thylakoid membranes. The integral membrane proteins TatB and TatC form a heterooligomeric receptor complex that binds to Tat substrates, whereas TatA mediates the membrane transport by transient association with substrate bound-receptor complexes. The aim of this work was to establish a reconstitution system for the functional analysis of TatB. For this purpose, TatB and its variants including chimeric TatAB were subjected to in thylakoido reconstitution assays employing anti-TatB antibody-treated thylakoids. Quantification of TatB demand showed that TatA and TatB are required in equimolar amounts in the translocation step. In addition, it was demonstrated that the amphipathic helix of TatB is essential for protein function. Finally, TatB comprises TatA activity, suggesting its bifunctionality in thylakoid Tat systems.
- Document LIN Search class: ['bio'], ['che'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1066756090.jsonld | Belonging and narrative : a theory of the American novel | Why did the novel become so popular in the past three centuries, and how did the American novel contribute to this trend? As a key provider of the narrative frames and formulas needed by modern individuals to give meaning and mooring to their lives. Drawing on phenomenological hermeneutics, human geography and social psychology, Laura Bieger contends that belonging is not a given; it is continuously produced by narrative. Against the current emphasis on metaphors of movement and destabilization, she explores the salience and significance of home. Challenging views of narrative as a mechanism of ideology, she approaches narrative as a practical component of dwelling in the world - and the novel a primary place-making agent. | [
"['lit']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Belonging and narrative : a theory of the American novel
- Document Abstract: Why did the novel become so popular in the past three centuries, and how did the American novel contribute to this trend? As a key provider of the narrative frames and formulas needed by modern individuals to give meaning and mooring to their lives. Drawing on phenomenological hermeneutics, human geography and social psychology, Laura Bieger contends that belonging is not a given; it is continuously produced by narrative. Against the current emphasis on metaphors of movement and destabilization, she explores the salience and significance of home. Challenging views of narrative as a mechanism of ideology, she approaches narrative as a practical component of dwelling in the world - and the novel a primary place-making agent.
- Document LIN Search class: ['lit']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A165476468X.jsonld | Strafbare Strafverfolgung : Voraussetzungen und Grenzen der Strafbarkeit von Amtsträgern sowie von strafprozessualen Amtsbefugnissen gemäß dem Prinzip der Prozessrechtsakzessorietät | Judges, prosecutors and police officers tasked with criminal prosecution are given special powers authorising them to infringe upon constitutional rights and interests usually protected by criminal laws, e.g. to make arrests or to conduct surveillance. Reversely, abusing such powers is considered a gross injustice. It is between these poles that this book systematically examines the distinct conditions and limits of officials’ criminal liability for unlawful conduct. In doing so, it provides an essential piece that has so far been missing in a general doctrine of legal errors and their consequences concerning procedural errors in criminal proceedings. The work focuses on crimes against the administration of justice and against individual rights, particularities regarding the general limits of culpability, and specific limits pertaining to the offender’s position. The arising issues are solved based on the premise of criminal law’s comprehensive accessoriness to procedural law. Richter, Staatsanwälte und Polizisten haben bei der Strafverfolgung besondere Befugnisse, die sie zu Eingriffen in Grundrechte und strafrechtlich geschützte Rechtsgüter ermächtigen, z.B. Festnahmen oder Überwachungsmaßnahmen. Umgekehrt wird die Überschreitung dieser Befugnisse als besonderes Unrecht angesehen. In diesem Spannungsfeld untersucht die Arbeit systematisch Voraussetzungen und Grenzen einer Strafbarkeit der verschiedenen Amtsträger wegen rechtswidriger Handlungen. Sie liefert damit zugleich einen bislang fehlenden Teil einer allgemeinen Fehlerfolgenlehre bezüglich Verfahrensfehlern im Strafprozess. Im Zentrum der Betrachtung stehen Delikte gegen die Rechtspflege und gegen Individualrechtsgüter, Besonderheiten bei allgemeinen Grenzen der Strafbarkeit sowie besondere Grenzen, die die Stellung der Amtsträger berücksichtigen (z. B. Amtsbefugnisse und Sperrwirkung). Die dabei auftretenden Fragestellungen werden nach dem Prinzip einer umfassenden Prozessrechtsakzessorietät gelöst. | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Strafbare Strafverfolgung : Voraussetzungen und Grenzen der Strafbarkeit von Amtsträgern sowie von strafprozessualen Amtsbefugnissen gemäß dem Prinzip der Prozessrechtsakzessorietät
- Document Abstract: Judges, prosecutors and police officers tasked with criminal prosecution are given special powers authorising them to infringe upon constitutional rights and interests usually protected by criminal laws, e.g. to make arrests or to conduct surveillance. Reversely, abusing such powers is considered a gross injustice. It is between these poles that this book systematically examines the distinct conditions and limits of officials’ criminal liability for unlawful conduct. In doing so, it provides an essential piece that has so far been missing in a general doctrine of legal errors and their consequences concerning procedural errors in criminal proceedings. The work focuses on crimes against the administration of justice and against individual rights, particularities regarding the general limits of culpability, and specific limits pertaining to the offender’s position. The arising issues are solved based on the premise of criminal law’s comprehensive accessoriness to procedural law. Richter, Staatsanwälte und Polizisten haben bei der Strafverfolgung besondere Befugnisse, die sie zu Eingriffen in Grundrechte und strafrechtlich geschützte Rechtsgüter ermächtigen, z.B. Festnahmen oder Überwachungsmaßnahmen. Umgekehrt wird die Überschreitung dieser Befugnisse als besonderes Unrecht angesehen. In diesem Spannungsfeld untersucht die Arbeit systematisch Voraussetzungen und Grenzen einer Strafbarkeit der verschiedenen Amtsträger wegen rechtswidriger Handlungen. Sie liefert damit zugleich einen bislang fehlenden Teil einer allgemeinen Fehlerfolgenlehre bezüglich Verfahrensfehlern im Strafprozess. Im Zentrum der Betrachtung stehen Delikte gegen die Rechtspflege und gegen Individualrechtsgüter, Besonderheiten bei allgemeinen Grenzen der Strafbarkeit sowie besondere Grenzen, die die Stellung der Amtsträger berücksichtigen (z. B. Amtsbefugnisse und Sperrwirkung). Die dabei auftretenden Fragestellungen werden nach dem Prinzip einer umfassenden Prozessrechtsakzessorietät gelöst.
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1774277662.jsonld | The diffusion of morality policies : state-level comparative analyses in the United States of America | Through event history analysis and seemingly unrelated estimations, this study investigates the way in which diffusion of state-level legislation in the USA changes according to the varying degrees of morality policy characteristics it displays. The author finds that the magnitude of diffusion increases when policies reflect fewer characteristics of morality policy. Moreover, policies with high moral content diffuse when preceded by a bounded-learning process, information about which is heavily drawn from polities with similar moral attributes; learning about legislation with moderate and minimal characteristics of morality policy not only occurs selectively, but information is also retrieved from ideologically dissimilar polities, too. Diese Studie erforscht die Diffusion von „morality policies“ in den US-Bundesstaaten mittels u.a. statistischer Ereigniszeitanalyse und zeigt, dass das Ausmaß in dem Politikdiffusion stattfindet, in Abhängigkeit vom „morality policy“ Grad variiert. Die Bereitschaft, aus der zeitlich vorhergehenden Verabschiedung von Moralpolitiken in anderen Bundesstaaten mit ähnlichen moralischen Werten zu lernen nimmt mit abnehmenden Moralpolitikcharakteristiken zu. Als Folge davon steigt die Stärke des Diffusionseffektes auf die Politikverabschiedungswahrscheinlichkeit mit abnehmenden Moralpolitikcharakteristiken. Bei weniger hervorstechenden, technisch komplexeren Moralpolitiken wird auch Information von ideologisch unähnlichen Staaten herangezogen. | [
"['sow']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: The diffusion of morality policies : state-level comparative analyses in the United States of America
- Document Abstract: Through event history analysis and seemingly unrelated estimations, this study investigates the way in which diffusion of state-level legislation in the USA changes according to the varying degrees of morality policy characteristics it displays. The author finds that the magnitude of diffusion increases when policies reflect fewer characteristics of morality policy. Moreover, policies with high moral content diffuse when preceded by a bounded-learning process, information about which is heavily drawn from polities with similar moral attributes; learning about legislation with moderate and minimal characteristics of morality policy not only occurs selectively, but information is also retrieved from ideologically dissimilar polities, too. Diese Studie erforscht die Diffusion von „morality policies“ in den US-Bundesstaaten mittels u.a. statistischer Ereigniszeitanalyse und zeigt, dass das Ausmaß in dem Politikdiffusion stattfindet, in Abhängigkeit vom „morality policy“ Grad variiert. Die Bereitschaft, aus der zeitlich vorhergehenden Verabschiedung von Moralpolitiken in anderen Bundesstaaten mit ähnlichen moralischen Werten zu lernen nimmt mit abnehmenden Moralpolitikcharakteristiken zu. Als Folge davon steigt die Stärke des Diffusionseffektes auf die Politikverabschiedungswahrscheinlichkeit mit abnehmenden Moralpolitikcharakteristiken. Bei weniger hervorstechenden, technisch komplexeren Moralpolitiken wird auch Information von ideologisch unähnlichen Staaten herangezogen.
- Document LIN Search class: ['sow'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A847784142.jsonld | Synthesis and characterization of photocatalytically active [FeFe] hydrogenase subsite models | Silicon containing [FeFe] hydrogenase model complexes show interesting properties as sulfur protonation due to an increased basicity by o(Si-C)-3p(S) filled-filled interaction, reduced overpotential for proton reduction and the formation of a the rotated state under reductive conditions. With these model complexes the generation of H2 was only possible within electrocatalysis. In the present thesis a new approach was established with feasible synthetic pathways towards small and compact photocatalytic active [FeFe] hydrogenase model complexes with silicon containing heteroaromatic systems as the photosensitizer as well as one carbon analogue system directly imbedded into the bridging dithiolate unit. The synthesized model complexes as well as all other compounds were fully characterized by NMR and IR spectroscopy, mass spectrometry, elemental analysis, UV-vis and fluorescence spectroscopy, XRD analysis as well as cyclovoltammetry. Further theoretical studies were performed for a better understanding of these systems. Finally, comprehensive photocatalytic investigations were carried out. Within this work a turn-over number of 539 were reached under optimized conditions after 7 h irradiation, what represents an exceptionally turn-over frequency of 77 molecules H2/h. The approach of creating such small and compact [FeFe] hydrogenase model complexes makes this design to a powerful platform for proton reduction catalysts. A different aspect of this work was the utilization of the sterically bulky and silicon containing dithiolate as linker in a [FeFe] hydrogenase model compound for the investigation of the rotated state species of [FeIFeI] subsite models. Inspired by recently published results is reported an example with the highest degree of rotation so far (87,1°) for [FeIFeI] hydrogenase models without any agostic interactions (Fe…H-C). | [
"['bio']",
"['che']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Synthesis and characterization of photocatalytically active [FeFe] hydrogenase subsite models
- Document Abstract: Silicon containing [FeFe] hydrogenase model complexes show interesting properties as sulfur protonation due to an increased basicity by o(Si-C)-3p(S) filled-filled interaction, reduced overpotential for proton reduction and the formation of a the rotated state under reductive conditions. With these model complexes the generation of H2 was only possible within electrocatalysis. In the present thesis a new approach was established with feasible synthetic pathways towards small and compact photocatalytic active [FeFe] hydrogenase model complexes with silicon containing heteroaromatic systems as the photosensitizer as well as one carbon analogue system directly imbedded into the bridging dithiolate unit. The synthesized model complexes as well as all other compounds were fully characterized by NMR and IR spectroscopy, mass spectrometry, elemental analysis, UV-vis and fluorescence spectroscopy, XRD analysis as well as cyclovoltammetry. Further theoretical studies were performed for a better understanding of these systems. Finally, comprehensive photocatalytic investigations were carried out. Within this work a turn-over number of 539 were reached under optimized conditions after 7 h irradiation, what represents an exceptionally turn-over frequency of 77 molecules H2/h. The approach of creating such small and compact [FeFe] hydrogenase model complexes makes this design to a powerful platform for proton reduction catalysts. A different aspect of this work was the utilization of the sterically bulky and silicon containing dithiolate as linker in a [FeFe] hydrogenase model compound for the investigation of the rotated state species of [FeIFeI] subsite models. Inspired by recently published results is reported an example with the highest degree of rotation so far (87,1°) for [FeIFeI] hydrogenase models without any agostic interactions (Fe…H-C).
- Document LIN Search class: ['bio'], ['che']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1805730223.jsonld | Increasing defensive flexibility : facilitation of fear extinction by non-invasive stimulation of the brain's inhibitory pathways | Furcht, Furchtkonditionierung, Furchtextinktion, Angststörung, Bedrohung, Therapie, EMDR, defensive flexibility, fear extinction, psychophysiology, transcutaneous vagus nerve stimulation Fear is an emotional state, characterized by the activation of a defense system that is designed to ensure the organism’s survival. This system enables a rapid recognition of threats and organizes defensive response patterns in order to adaptively cope with the threatening environment. Yet, to ensure its flexibility under changing environmental conditions, inhibitory pathways exist that modulate the activation of this defense system, if a previously threatening cue no longer predicts any harm – a memory-formatting process referred to as fear extinction, leading to a reduction of defensive responding. Fear extinction is presumed to at least partially underlie exposure treatment of anxiety disorders, which is why the facilitation of this learning process may promote such treatment’s efficacy. Animal models suggested, that the stimulation of the vagus nerve or the superior colliculus (SC) – a midbrain structure mediating visual attentional processing – target these inhibitory extinction pathways and, thus, facilitate fear extinction. However, as it is unclear whether similar mechanisms exist in humans, this thesis manuscript examined how non-invasive stimulation of these inhibitory pathways by transcutaneous vagus nerve stimulation (tVNS) or SC-recruiting visual attentional manipulation impact on human fear extinction. To this end, we conducted three studies using multiple-day single-cue fear conditioning and extinction paradigms. First, we elaborated on fear that is established ... | [
"['pae']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Increasing defensive flexibility : facilitation of fear extinction by non-invasive stimulation of the brain's inhibitory pathways
- Document Abstract: Furcht, Furchtkonditionierung, Furchtextinktion, Angststörung, Bedrohung, Therapie, EMDR, defensive flexibility, fear extinction, psychophysiology, transcutaneous vagus nerve stimulation Fear is an emotional state, characterized by the activation of a defense system that is designed to ensure the organism’s survival. This system enables a rapid recognition of threats and organizes defensive response patterns in order to adaptively cope with the threatening environment. Yet, to ensure its flexibility under changing environmental conditions, inhibitory pathways exist that modulate the activation of this defense system, if a previously threatening cue no longer predicts any harm – a memory-formatting process referred to as fear extinction, leading to a reduction of defensive responding. Fear extinction is presumed to at least partially underlie exposure treatment of anxiety disorders, which is why the facilitation of this learning process may promote such treatment’s efficacy. Animal models suggested, that the stimulation of the vagus nerve or the superior colliculus (SC) – a midbrain structure mediating visual attentional processing – target these inhibitory extinction pathways and, thus, facilitate fear extinction. However, as it is unclear whether similar mechanisms exist in humans, this thesis manuscript examined how non-invasive stimulation of these inhibitory pathways by transcutaneous vagus nerve stimulation (tVNS) or SC-recruiting visual attentional manipulation impact on human fear extinction. To this end, we conducted three studies using multiple-day single-cue fear conditioning and extinction paradigms. First, we elaborated on fear that is established ...
- Document LIN Search class: ['pae'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A769660576.jsonld | Rural credit markets and their impact on vulnerability to poverty : empirical evidence from Northeast Thailand | Thailand, rural credit markets, microfinance, informal loans, collateral. - Ländliche Kreditmärkte, Mikrofinanzierung, informelle Kredite, Kreditsicherheiten | [
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Rural credit markets and their impact on vulnerability to poverty : empirical evidence from Northeast Thailand
- Document Abstract: Thailand, rural credit markets, microfinance, informal loans, collateral. - Ländliche Kreditmärkte, Mikrofinanzierung, informelle Kredite, Kreditsicherheiten
- Document LIN Search class: ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1655070185.jsonld | Die Sittenwidrigkeit von Pflichtteilsverzichten | Even though waiving your legal rights according to sec. 2346 (2) BGB [German Civil Code] requires notarisation and thus advisory obligations, the corresponding contracts may occasionally be considered to act contra bonos mores according to sec. 138 BGB. The author analyses different situations regarding possible infractions against sec. 138 BGB.First, the author provides a summary of the existing legal rights according to sec. 2303 ff. BGB, the waiving of legal rights pursuant to sec. 2346 (2) BGB as well as the duties under sec. 138 BGB. The following chapter deals with situations in which the waiving of legal rights violates bonos mores. The author classifies case law and academic literature with respect to certain categories. He then presents and examines the principal arguments for each category.This book provides the reader with a detailed overview of case law and academic literature whilst also providing solutions to confirm that the waiving of legal rights does not act contra bonos mores pursuant to sec. 138 BGB. Trotz intensiver notarieller Beratungs- und Beurkundungspflichten kommen im Familienverband mitunter Pflichtteilsverzichte zustande, welche die Grenzen der privatautonomen Gestaltungsfreiheit ausreizen und bisweilen überschreiten. Der Verfasser untersucht, an welchem Punkt Pflichtteilsverzichte die Grenze zur Sittenwidrigkeit passieren.Zunächst verschafft die Arbeit einen Überblick über das geltende Pflichtteilsrecht der §§ 2303 ff. BGB, den Pflichtteilsverzicht gemäß § 2346 Abs. 2 BGB sowie die Sittenwidrigkeit gemäß § 138 BGB. Im Anschluss erfolgt die Untersuchung der Sittenwidrigkeit von Pflichtteilsverzichten. Hierzu werden Kategorien gebildet, innerhalb derer der Verfasser die einschlägige Rechtsprechung und Literatur auswertet, um im Anschluss maßgebliche Argumente aufzuzeigen und zu untersuchen. Die Arbeit verschafft dem Leser hierbei einen detaillierten Überblick über Rechtsprechung und Literatur und zeigt Lösungen auf, um Pflichtteilsverzichte rechtssicher zu gestalten. | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Sittenwidrigkeit von Pflichtteilsverzichten
- Document Abstract: Even though waiving your legal rights according to sec. 2346 (2) BGB [German Civil Code] requires notarisation and thus advisory obligations, the corresponding contracts may occasionally be considered to act contra bonos mores according to sec. 138 BGB. The author analyses different situations regarding possible infractions against sec. 138 BGB.First, the author provides a summary of the existing legal rights according to sec. 2303 ff. BGB, the waiving of legal rights pursuant to sec. 2346 (2) BGB as well as the duties under sec. 138 BGB. The following chapter deals with situations in which the waiving of legal rights violates bonos mores. The author classifies case law and academic literature with respect to certain categories. He then presents and examines the principal arguments for each category.This book provides the reader with a detailed overview of case law and academic literature whilst also providing solutions to confirm that the waiving of legal rights does not act contra bonos mores pursuant to sec. 138 BGB. Trotz intensiver notarieller Beratungs- und Beurkundungspflichten kommen im Familienverband mitunter Pflichtteilsverzichte zustande, welche die Grenzen der privatautonomen Gestaltungsfreiheit ausreizen und bisweilen überschreiten. Der Verfasser untersucht, an welchem Punkt Pflichtteilsverzichte die Grenze zur Sittenwidrigkeit passieren.Zunächst verschafft die Arbeit einen Überblick über das geltende Pflichtteilsrecht der §§ 2303 ff. BGB, den Pflichtteilsverzicht gemäß § 2346 Abs. 2 BGB sowie die Sittenwidrigkeit gemäß § 138 BGB. Im Anschluss erfolgt die Untersuchung der Sittenwidrigkeit von Pflichtteilsverzichten. Hierzu werden Kategorien gebildet, innerhalb derer der Verfasser die einschlägige Rechtsprechung und Literatur auswertet, um im Anschluss maßgebliche Argumente aufzuzeigen und zu untersuchen. Die Arbeit verschafft dem Leser hierbei einen detaillierten Überblick über Rechtsprechung und Literatur und zeigt Lösungen auf, um Pflichtteilsverzichte rechtssicher zu gestalten.
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1743936826.jsonld | Phenotypic plasticity and genetic adaptation in European beech : insights into natural regeneration patterns and adult growth performance across the distribution range | Species have to cope with climate change either by migration or by adaptation and acclimatisation. Especially for long-living tree species with a low seed dispersal capacity (e.g. European beech, hereafter called beech), the in situ responses through genetic adaptation and phenotypic plasticity play an important role for their persistence. Beech, the dominant climax tree species in Central Europe, shows a high drought sensitivity and its distribution range is expected to shift northwards. On the other hand, projected northward shifts need to be taken with caution, as some studies suggest a sensitivity of beech to frost events in winter and spring. However, studies on the growth performance of cold-marginal beech populations are still rare. Previous studies on beech populations found local adaptation to drought and phenotypic plasticity in fitness-related traits as well as phenological traits. However, studies on the regeneration of beech under natural conditions are yet missing, although germination and establishment of young trees are a very first selective bottleneck and are crucial for tree population persistence and for successful range shifts. This PhD-thesis aimed to identify the potential of plasticity and local adaptation in the important early life-history traits germination, establishment after the 1st year, and survival after the 2nd year in a reciprocal transplantation experiment at 11 sites across and even beyond the distribution range of beech (Manuscript 1) ... Buche, Fagus sylvatica, Feldversuch, Jahresring, Klimawandel, Plastizität, Rotbuche, Waldökosystem, Fagus sylvatica, beech, climate change, climate-growth relationships, dendroecology, fitness traits, forest ecology, genetic adaptation, plasticity, transplant experiment | [
"['hor']",
"['bio']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Phenotypic plasticity and genetic adaptation in European beech : insights into natural regeneration patterns and adult growth performance across the distribution range
- Document Abstract: Species have to cope with climate change either by migration or by adaptation and acclimatisation. Especially for long-living tree species with a low seed dispersal capacity (e.g. European beech, hereafter called beech), the in situ responses through genetic adaptation and phenotypic plasticity play an important role for their persistence. Beech, the dominant climax tree species in Central Europe, shows a high drought sensitivity and its distribution range is expected to shift northwards. On the other hand, projected northward shifts need to be taken with caution, as some studies suggest a sensitivity of beech to frost events in winter and spring. However, studies on the growth performance of cold-marginal beech populations are still rare. Previous studies on beech populations found local adaptation to drought and phenotypic plasticity in fitness-related traits as well as phenological traits. However, studies on the regeneration of beech under natural conditions are yet missing, although germination and establishment of young trees are a very first selective bottleneck and are crucial for tree population persistence and for successful range shifts. This PhD-thesis aimed to identify the potential of plasticity and local adaptation in the important early life-history traits germination, establishment after the 1st year, and survival after the 2nd year in a reciprocal transplantation experiment at 11 sites across and even beyond the distribution range of beech (Manuscript 1) ... Buche, Fagus sylvatica, Feldversuch, Jahresring, Klimawandel, Plastizität, Rotbuche, Waldökosystem, Fagus sylvatica, beech, climate change, climate-growth relationships, dendroecology, fitness traits, forest ecology, genetic adaptation, plasticity, transplant experiment
- Document LIN Search class: ['hor'], ['bio']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A476100712.jsonld | An experimental set up to investigate non-invasive detection of hip prosthesis loosening | Hip prosthesis, loosening, vibration, acoustic, transfer function, natural frequencies, Nyquist plot, FIR-filter approximation | [
"['med']",
"['meda']",
"['phy']",
"['fer']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: An experimental set up to investigate non-invasive detection of hip prosthesis loosening
- Document Abstract: Hip prosthesis, loosening, vibration, acoustic, transfer function, natural frequencies, Nyquist plot, FIR-filter approximation
- Document LIN Search class: ['med'], ['meda'], ['phy'], ['fer']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A379865610.jsonld | Commemorations and the shaping of modern Poland | Polish phoenix : the Kraszewski jubilee of 1879 -- The relief of Vienna, 1683-1883 : celebrating victory -- Eloquent ashes : the translation of Adam Mickiewicz's remains -- "Poland has not yet perished" : from the Third of May to the Kościuszko Insurrection -- Bronzing the bard : the Mickiewicz monuments of 1898 -- Teutons versus Slavs? : commemorating the battle of Grunwald -- Poles in arms : insurrectionary legacies | [
"['his']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Commemorations and the shaping of modern Poland
- Document Abstract: Polish phoenix : the Kraszewski jubilee of 1879 -- The relief of Vienna, 1683-1883 : celebrating victory -- Eloquent ashes : the translation of Adam Mickiewicz's remains -- "Poland has not yet perished" : from the Third of May to the Kościuszko Insurrection -- Bronzing the bard : the Mickiewicz monuments of 1898 -- Teutons versus Slavs? : commemorating the battle of Grunwald -- Poles in arms : insurrectionary legacies
- Document LIN Search class: ['his'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1727133064.jsonld | The idea of Europe and the origins of the American Revolution | "In The Idea of Europe and the Origins of the American Revolution, Dan Robinson presents a new history of politics in colonial America and the imperial crisis, tracing how ideas of Europe and Europeanness shaped British-American political culture. Reconstructing colonial debates about the European states system, European civilisation, and Britain's position within both, Robinson shows how these concerns informed colonial attitudes towards American identity and America's place inside - and, ultimately, outside - the emerging British Empire. Taking in more than two centuries of Atlantic history, he explores the way in which colonists inherited and adapted Anglo-British traditions of thinking about international politics, how they navigated imperial politics during the European wars of 1740-1763, and how the burgeoning patriot movement negotiated the dual crisis of Europe and Empire in the between 1763 and 1775. In the process, Robinson sheds new light on the development of public politics in colonial America, the Anglicisation/Americanisation debate, the political economy of empire, early American art and poetry, eighteenth-century geopolitical thinking, and the relationship between international affairs, nationalism, and revolution. What emerges from this story is an American Revolution that seems both decidedly arcane and strikingly relevant to the political challenges of the twenty-first century." -- | [
"['his']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: The idea of Europe and the origins of the American Revolution
- Document Abstract: "In The Idea of Europe and the Origins of the American Revolution, Dan Robinson presents a new history of politics in colonial America and the imperial crisis, tracing how ideas of Europe and Europeanness shaped British-American political culture. Reconstructing colonial debates about the European states system, European civilisation, and Britain's position within both, Robinson shows how these concerns informed colonial attitudes towards American identity and America's place inside - and, ultimately, outside - the emerging British Empire. Taking in more than two centuries of Atlantic history, he explores the way in which colonists inherited and adapted Anglo-British traditions of thinking about international politics, how they navigated imperial politics during the European wars of 1740-1763, and how the burgeoning patriot movement negotiated the dual crisis of Europe and Empire in the between 1763 and 1775. In the process, Robinson sheds new light on the development of public politics in colonial America, the Anglicisation/Americanisation debate, the political economy of empire, early American art and poetry, eighteenth-century geopolitical thinking, and the relationship between international affairs, nationalism, and revolution. What emerges from this story is an American Revolution that seems both decidedly arcane and strikingly relevant to the political challenges of the twenty-first century." --
- Document LIN Search class: ['his'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A49507585X.jsonld | Studien zur subzellulären Lokalisierung der Zuckernukleotidtransporter für UDP-Galactose und CMP-Sialinsäure | Dilysin-motif, ER-signal, ER-retention, N-glycosylation, nucleotide-sugar transporter, UDP-galactose transporter, CMP-sialic-transporter, SLC35A2 | [
"['che']",
"['bio']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Studien zur subzellulären Lokalisierung der Zuckernukleotidtransporter für UDP-Galactose und CMP-Sialinsäure
- Document Abstract: Dilysin-motif, ER-signal, ER-retention, N-glycosylation, nucleotide-sugar transporter, UDP-galactose transporter, CMP-sialic-transporter, SLC35A2
- Document LIN Search class: ['che'], ['bio']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A838017800.jsonld | Empirische Studien zu Aspekten des Humankapitals : zweiter Bildungsweg, Mitgliedschaften, Pflichtdienste | Humankapital, zweiter Bildungsweg, Karriereunterbrechung, Mitgliedschaft, sozio-ökonomische Ergebnisse. - Human capital, second educational pathway, career interruption, membership, socio-economic outcomes | [
"['sow']",
"['pae']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Empirische Studien zu Aspekten des Humankapitals : zweiter Bildungsweg, Mitgliedschaften, Pflichtdienste
- Document Abstract: Humankapital, zweiter Bildungsweg, Karriereunterbrechung, Mitgliedschaft, sozio-ökonomische Ergebnisse. - Human capital, second educational pathway, career interruption, membership, socio-economic outcomes
- Document LIN Search class: ['sow'], ['pae']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A859311368.jsonld | Modernisierung deutscher Wahlkämpfe? : Kampagnenkommunikation zwischen 1957 und 1965 | The central aim of the book consists in the description and explanation of the developments within the campaigns of the CDU and the SPD for the federal elections of 1957, 1961 and 1965. Thereby particular attention is paid to potential differences in terms of timing with regard to the development of campaigning between the CDU and the SPD. Moreover, the book thematizes the underlying causes for these differences. Beyond that, the book gives an answer to the question, whether the encountered developments in campaigning can be considered as a modernization of campaigning and if the election campaigns between the end of the 50s and the Mid-60s therefore can be characterized as the start of the age of modern campaigning. Zentrales Anliegen des Buchs ist die Beschreibung und Erklärung der Entwicklungen in den Kampagnen von CDU und SPD zu den Bundestagswahlen von 1957, 1961 und 1965. Dabei wird insbesondere möglichen zeitlichen Unterschieden in der Kampagnenentwicklung von CDU und SPD ebenso wie den diesen Unterschieden zugrunde liegenden Ursachen besondere Aufmerksamkeit geschenkt. Darüber hinaus wird aber auch geklärt, ob die vorgefundenen Entwicklungen in den Kampagnen der beiden großen Parteien für eine Modernisierung des Wahlkampfs im Zeitraum zwischen 1957 und 1965 sprechen und die Wahlkämpfe zwischen Ende der 50er und Mitte der 60er Jahre somit letztlich als Aufbruch in die Ära der modernen Kampagnenkommunikation bezeichnet werden können. | [
"['sow']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Modernisierung deutscher Wahlkämpfe? : Kampagnenkommunikation zwischen 1957 und 1965
- Document Abstract: The central aim of the book consists in the description and explanation of the developments within the campaigns of the CDU and the SPD for the federal elections of 1957, 1961 and 1965. Thereby particular attention is paid to potential differences in terms of timing with regard to the development of campaigning between the CDU and the SPD. Moreover, the book thematizes the underlying causes for these differences. Beyond that, the book gives an answer to the question, whether the encountered developments in campaigning can be considered as a modernization of campaigning and if the election campaigns between the end of the 50s and the Mid-60s therefore can be characterized as the start of the age of modern campaigning. Zentrales Anliegen des Buchs ist die Beschreibung und Erklärung der Entwicklungen in den Kampagnen von CDU und SPD zu den Bundestagswahlen von 1957, 1961 und 1965. Dabei wird insbesondere möglichen zeitlichen Unterschieden in der Kampagnenentwicklung von CDU und SPD ebenso wie den diesen Unterschieden zugrunde liegenden Ursachen besondere Aufmerksamkeit geschenkt. Darüber hinaus wird aber auch geklärt, ob die vorgefundenen Entwicklungen in den Kampagnen der beiden großen Parteien für eine Modernisierung des Wahlkampfs im Zeitraum zwischen 1957 und 1965 sprechen und die Wahlkämpfe zwischen Ende der 50er und Mitte der 60er Jahre somit letztlich als Aufbruch in die Ära der modernen Kampagnenkommunikation bezeichnet werden können.
- Document LIN Search class: ['sow'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A751503614.jsonld | Das bedingte Selbst : Familie, Identität und Geschichte im zeitgenössischen Generationenroman | On the basis of recent German texts between 2002 and 2010, the dissertation analyzes typical motive structures and thematical patterns of contemporary generational novels. Family and self-realization are often depicted as contradictory; the protagonists' preoccupation with history leads to an ongoing questioning how identiy is shaped by external and often random influences. In contrast to the narrative of degeneration in classical generational novels, protagonists in contemporary texts often adopt a therapeutic approach; in order to regain an active role in shaping their identity, reconstru... | [
"['lit']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Das bedingte Selbst : Familie, Identität und Geschichte im zeitgenössischen Generationenroman
- Document Abstract: On the basis of recent German texts between 2002 and 2010, the dissertation analyzes typical motive structures and thematical patterns of contemporary generational novels. Family and self-realization are often depicted as contradictory; the protagonists' preoccupation with history leads to an ongoing questioning how identiy is shaped by external and often random influences. In contrast to the narrative of degeneration in classical generational novels, protagonists in contemporary texts often adopt a therapeutic approach; in order to regain an active role in shaping their identity, reconstru...
- Document LIN Search class: ['lit']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A183725270X.jsonld | Die Kosovopolitik Österreichs in den Jahren 1986-1999 | As the crisis in Yugoslavia came to a head after 1989, Austrian foreign policy sought to help defuse the armed ethnic conflicts between the peoples of Yugoslavia, especially in relation to the worsening political situation in Kosovo, and to draw the attention of the international community to these issues. In this respect Austria led the way in comparison with other European states and took many initiatives to make the Kosovo question an international concern. Austria’s active role in the Kosovo question proved to be an early warning system. This study analyses Austria’s active role in policy towards Kosovo, as the first European state – because of its geographical proximity and historic and economic relations – to repeatedly put the Kosovo question on the agenda of European foreign policy and to draw attention to the dramatic developments in Kosovo. Austria demonstrated a special expertise and a degree of leadership in the issue of policy towards Kosovo and was thus able to win support in many areas for Kosovo. Nach der Zuspitzung der Krise in Jugoslawien nach 1989 versuchte die österreichische Außenpolitik, einen Beitrag dazu zu leisten, die bewaffneten und ethnischen Konflikte zwischen den Völkern in Jugoslawien, insbesondere in Bezug auf die zunehmende Verschlechterung der politischen Lage im Kosovo, zu entschärfen und die internationale Staatengemeinschaft darauf aufmerksam zu machen. In dieser Hinsicht nahm Österreich im Vergleich zu vielen anderen europäischen Staaten eine Vorreiterrolle ein und unternahm zahlreiche Initiativen zur Internationalisierung der Kosovo-Frage. Die aktive Rolle Österreichs in der Kosovo-Frage manifestierte sich in einer Frühwarnfunktion. Diese Studie analysiert die aktive Rolle Österreichs in der Kosovopolitik, als erster europäischer Staat – aufgrund seiner geographischen Nähe und seiner historischen und wirtschaftlichen Beziehungen – wiederholt die Kosovo-Frage auf die Tagesordnung der europäischen Außenpolitik gebracht und auf die dramatischen Entwicklungen im Kosovo hingewiesen zu haben. Österreich bewies eine besondere Kompetenz sowie eine gewisse Themenführerschaft in der Kosovopolitik und konnte so in vielfacher Hinsicht Unterstützung für den Kosovo leisten. | [
"['his']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Kosovopolitik Österreichs in den Jahren 1986-1999
- Document Abstract: As the crisis in Yugoslavia came to a head after 1989, Austrian foreign policy sought to help defuse the armed ethnic conflicts between the peoples of Yugoslavia, especially in relation to the worsening political situation in Kosovo, and to draw the attention of the international community to these issues. In this respect Austria led the way in comparison with other European states and took many initiatives to make the Kosovo question an international concern. Austria’s active role in the Kosovo question proved to be an early warning system. This study analyses Austria’s active role in policy towards Kosovo, as the first European state – because of its geographical proximity and historic and economic relations – to repeatedly put the Kosovo question on the agenda of European foreign policy and to draw attention to the dramatic developments in Kosovo. Austria demonstrated a special expertise and a degree of leadership in the issue of policy towards Kosovo and was thus able to win support in many areas for Kosovo. Nach der Zuspitzung der Krise in Jugoslawien nach 1989 versuchte die österreichische Außenpolitik, einen Beitrag dazu zu leisten, die bewaffneten und ethnischen Konflikte zwischen den Völkern in Jugoslawien, insbesondere in Bezug auf die zunehmende Verschlechterung der politischen Lage im Kosovo, zu entschärfen und die internationale Staatengemeinschaft darauf aufmerksam zu machen. In dieser Hinsicht nahm Österreich im Vergleich zu vielen anderen europäischen Staaten eine Vorreiterrolle ein und unternahm zahlreiche Initiativen zur Internationalisierung der Kosovo-Frage. Die aktive Rolle Österreichs in der Kosovo-Frage manifestierte sich in einer Frühwarnfunktion. Diese Studie analysiert die aktive Rolle Österreichs in der Kosovopolitik, als erster europäischer Staat – aufgrund seiner geographischen Nähe und seiner historischen und wirtschaftlichen Beziehungen – wiederholt die Kosovo-Frage auf die Tagesordnung der europäischen Außenpolitik gebracht und auf die dramatischen Entwicklungen im Kosovo hingewiesen zu haben. Österreich bewies eine besondere Kompetenz sowie eine gewisse Themenführerschaft in der Kosovopolitik und konnte so in vielfacher Hinsicht Unterstützung für den Kosovo leisten.
- Document LIN Search class: ['his'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1657836215.jsonld | Transgenerational transmission of childhood adversity : examining potential pathways to break the cycle of risk across generations | Child maltreatment is a widespread global phenomenon affecting the lives of millions of children all over the world. As these children grow up to be parents, they are at a higher risk of completing the so-called “cycle of abuse” and become perpetrators themselves. Only very recently, however, the spotlight has been moved from a limited focus on the intergenerational transmission of actual maltreatment on to further maladaptive outcomes in offspring of victims of child maltreatment. Hence, the number of studies investigating the subject is small, and core questions still remain unanswered. In addition, there is a lack of top-down theories enabling researchers to integrate evidence into a broader framework. Therefore, the aim of this work is to extend theoretical and empirical knowledge on transgenerational sequelae of maternal child abuse and neglect by 1) contributing an overarching model of transgenerational transmission of risk and 2) broaden the empirical data base by reporting results of four studies. Study 1 investigates the impact of a maternal history of childhood abuse (HoA) on mother-child interaction in a longitudinal case-control design. Results indicate that the period of developing child locomotion represents a critical time window for mothers with a HoA as they show less optimal mother-child interactional quality compared to a healthy control group during that phase. Study 2 examines mother-child interaction in mothers with depression in remission, mothers with a HoA, mothers with both depression in remission and a HoA, and comparison group mothers. Results reveal that depression affects maternal emotional availability even during remission. Furthermore, mothers with depression in remission and additional severe childhood abuse seem to be particularly affected. Study 3 investigates mother-child adrenocortical attunement in a community sample of mothers with a HoA and their five-months-old infants, matched with a healthy comparison group. Results confirm an association between maternal and infant salivary cortisol levels for the complete sample. However, in the comparison group, cortisol attunement was only significant in mother-daughter dyads, whereas in the maltreatment group, cortisol levels were associated only in mother–son dyads. Lastly, Study 4 examines whether children of the sample described in study 2 differ in inhibitory performance while taking into account their mothers reported impulsivity. There are no group differences in children’s inhibitory performance, however, maternal impulsivity moderates the association between group membership and child inhibition. Children whose mothers report a history of childhood abuse and high levels of impulsivity show lower levels of inhibition than children whose mothers report a HoA and low levels of impulsivity. | [
"['sow']",
"['pae']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Transgenerational transmission of childhood adversity : examining potential pathways to break the cycle of risk across generations
- Document Abstract: Child maltreatment is a widespread global phenomenon affecting the lives of millions of children all over the world. As these children grow up to be parents, they are at a higher risk of completing the so-called “cycle of abuse” and become perpetrators themselves. Only very recently, however, the spotlight has been moved from a limited focus on the intergenerational transmission of actual maltreatment on to further maladaptive outcomes in offspring of victims of child maltreatment. Hence, the number of studies investigating the subject is small, and core questions still remain unanswered. In addition, there is a lack of top-down theories enabling researchers to integrate evidence into a broader framework. Therefore, the aim of this work is to extend theoretical and empirical knowledge on transgenerational sequelae of maternal child abuse and neglect by 1) contributing an overarching model of transgenerational transmission of risk and 2) broaden the empirical data base by reporting results of four studies. Study 1 investigates the impact of a maternal history of childhood abuse (HoA) on mother-child interaction in a longitudinal case-control design. Results indicate that the period of developing child locomotion represents a critical time window for mothers with a HoA as they show less optimal mother-child interactional quality compared to a healthy control group during that phase. Study 2 examines mother-child interaction in mothers with depression in remission, mothers with a HoA, mothers with both depression in remission and a HoA, and comparison group mothers. Results reveal that depression affects maternal emotional availability even during remission. Furthermore, mothers with depression in remission and additional severe childhood abuse seem to be particularly affected. Study 3 investigates mother-child adrenocortical attunement in a community sample of mothers with a HoA and their five-months-old infants, matched with a healthy comparison group. Results confirm an association between maternal and infant salivary cortisol levels for the complete sample. However, in the comparison group, cortisol attunement was only significant in mother-daughter dyads, whereas in the maltreatment group, cortisol levels were associated only in mother–son dyads. Lastly, Study 4 examines whether children of the sample described in study 2 differ in inhibitory performance while taking into account their mothers reported impulsivity. There are no group differences in children’s inhibitory performance, however, maternal impulsivity moderates the association between group membership and child inhibition. Children whose mothers report a history of childhood abuse and high levels of impulsivity show lower levels of inhibition than children whose mothers report a HoA and low levels of impulsivity.
- Document LIN Search class: ['sow'], ['pae'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1029982570.jsonld | Thermodynamic patterns of life : emergent phenomena in reaction networks | Reaction networks are an important tool for the analysis of complex chemical reaction systems. They help us understand systems ranging from specific metabolisms to planetary atmospheres. This thesis develops methods for the analysis of living systems by using reaction networks with a focus on the inclusion of thermodynamic properties. New methods for more realistic artificial chemistries are developed using thermodynamic constraints. A model of evolvable artificial ecosystems is created to understand the effect of evolution and life on the flow of matter and energy through the system. To investigate general thermodynamic properties of large-scale reaction networks, artificial reaction networks are created with a simple scheme for deriving thermodynamically consistent reaction rates. Linear and nonlinear networks using four different complex network models are simulated to their non-equilibrium steady state for various boundary fluxes. Increasing the flow through nonlinear networks shows to increases the number of cycles and leads to a narrower distribution of chemical potentials. In the context of finding signs of life by detecting chemical disequilibrium, a photochemical model of the modern atmosphere and a model of the Archean atmosphere are compared. Calculating the reaction pathways that are most relevant for explaining their reaction network's steady state with a new method allows for the detection of topological differences between the two models. Pathways of the modern Earth atmosphere are simpler (less reactions) and contain fewer cycles than their Archean counterparts. To model the influence of life on reaction pathways, an artificial ecosystem model is developed. Evolution of the reaction networks entails an evolution of reaction pathways towards simplicity, thus indicating that the presence of pronounced, relatively simple pathways in real systems is a consequence of an evolutionary mechanism. | [
"['che']",
"['rest']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Thermodynamic patterns of life : emergent phenomena in reaction networks
- Document Abstract: Reaction networks are an important tool for the analysis of complex chemical reaction systems. They help us understand systems ranging from specific metabolisms to planetary atmospheres. This thesis develops methods for the analysis of living systems by using reaction networks with a focus on the inclusion of thermodynamic properties. New methods for more realistic artificial chemistries are developed using thermodynamic constraints. A model of evolvable artificial ecosystems is created to understand the effect of evolution and life on the flow of matter and energy through the system. To investigate general thermodynamic properties of large-scale reaction networks, artificial reaction networks are created with a simple scheme for deriving thermodynamically consistent reaction rates. Linear and nonlinear networks using four different complex network models are simulated to their non-equilibrium steady state for various boundary fluxes. Increasing the flow through nonlinear networks shows to increases the number of cycles and leads to a narrower distribution of chemical potentials. In the context of finding signs of life by detecting chemical disequilibrium, a photochemical model of the modern atmosphere and a model of the Archean atmosphere are compared. Calculating the reaction pathways that are most relevant for explaining their reaction network's steady state with a new method allows for the detection of topological differences between the two models. Pathways of the modern Earth atmosphere are simpler (less reactions) and contain fewer cycles than their Archean counterparts. To model the influence of life on reaction pathways, an artificial ecosystem model is developed. Evolution of the reaction networks entails an evolution of reaction pathways towards simplicity, thus indicating that the presence of pronounced, relatively simple pathways in real systems is a consequence of an evolutionary mechanism.
- Document LIN Search class: ['che'], ['rest'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A72635998X.jsonld | Dynamic multi-commodity capacitated facility location in closed-loop supply chain design | Strategic planning, facility location, closed-loop supply chain. - Strategische Planung, Standortplanung | [
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Dynamic multi-commodity capacitated facility location in closed-loop supply chain design
- Document Abstract: Strategic planning, facility location, closed-loop supply chain. - Strategische Planung, Standortplanung
- Document LIN Search class: ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1813069956.jsonld | Binary neutron star mergers and electromagnetic counterparts | In August 2017, a merger of two neutron stars (NSs) was detected for the first time via several carriers. Observed in gravitational waves, as well as in the electromagnetic spectrum, the GW170817 marked the dawn of multi-messenger astronomy for compact object mergers, and shed light on numerous astrophysical aspects of binary neutron star (BNS) mergers and on the properties of matter at supranuclear densities. And yet many questions remain, starting with the outcome of the merger. Was it a massive NS temporarily supported against collapse, or a black hole? How important are BNS mergers in cosmic chemical evolution, i.e., the evolution of spatial and temporal distributions of heavy elements in galaxies? It is known that they enrich their surroundings with very heavy elements, but are they the dominant source of these elements? Modeling these events on the computer, do we understand them correctly, i.e., do our predictions regarding the properties of the ejected matter and its EM signatures agree with the newly gained data? This thesis is dedicated to addressing these questions by means of analyzing a large set of numerical simulations of BNS mergers, performed with state-of-the-art numerical tools, and targeted specifically to GW170817. Employing a suite of postprocessing tools we study the matter dynamics. Special attention is given to matter, ejected from the system during and after merger, so-called ejecta. With the help of a parameterized nucleosynthesis model, we study the final abundances of heavy elements in ejecta, comparing them to solar abundances. Furthermore, we investigate EM emission, powered by the decay of newly synthesized heavy elements, comparing it to the observations of GW170817. Finally, we study the long-term emission of the ejected material as it propagates through the interstellar medium (ISM), via our new numerical tools, comparing the results with a recently detected change in the emission from GW170817. | [
"['phy']",
"['rest']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Binary neutron star mergers and electromagnetic counterparts
- Document Abstract: In August 2017, a merger of two neutron stars (NSs) was detected for the first time via several carriers. Observed in gravitational waves, as well as in the electromagnetic spectrum, the GW170817 marked the dawn of multi-messenger astronomy for compact object mergers, and shed light on numerous astrophysical aspects of binary neutron star (BNS) mergers and on the properties of matter at supranuclear densities. And yet many questions remain, starting with the outcome of the merger. Was it a massive NS temporarily supported against collapse, or a black hole? How important are BNS mergers in cosmic chemical evolution, i.e., the evolution of spatial and temporal distributions of heavy elements in galaxies? It is known that they enrich their surroundings with very heavy elements, but are they the dominant source of these elements? Modeling these events on the computer, do we understand them correctly, i.e., do our predictions regarding the properties of the ejected matter and its EM signatures agree with the newly gained data? This thesis is dedicated to addressing these questions by means of analyzing a large set of numerical simulations of BNS mergers, performed with state-of-the-art numerical tools, and targeted specifically to GW170817. Employing a suite of postprocessing tools we study the matter dynamics. Special attention is given to matter, ejected from the system during and after merger, so-called ejecta. With the help of a parameterized nucleosynthesis model, we study the final abundances of heavy elements in ejecta, comparing them to solar abundances. Furthermore, we investigate EM emission, powered by the decay of newly synthesized heavy elements, comparing it to the observations of GW170817. Finally, we study the long-term emission of the ejected material as it propagates through the interstellar medium (ISM), via our new numerical tools, comparing the results with a recently detected change in the emission from GW170817.
- Document LIN Search class: ['phy'], ['rest'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1659255953.jsonld | Millimeter and Submillimeter Studies on the Active Trinity of Gas, Stars, and Black Holes in Seyfert Galaxies | This thesis focuses on understanding the growth and formation mechanism of supermassive black holes (SMBHs), an issue it addresses by investigating the dense interstellar medium that is assumed to be a crucial component of the fuel for SMBHs. The thesis also offers unique guidance on using the Atacama Large Millimeter/submillimeter Array (ALMA) in active galactic nuclei (AGN) research. The author presents the three major findings regarding SMBH formation and growth: (1) The development of a new diagnostic method for the energy sources in galaxies based on submillimeter spectroscopy, which allows identification of accreting SMBHs even in obscured environments, (2) the discovery that the circumnuclear dense gas disk (CND), with a typical size of a few tens of parsecs, which plays a crucial role in governing the growth of SMBHs, and (3) the discovery that the mass transfer budget from the CND to the central SMBHs can be quantitatively understood with a theoretical model incorporating the circumnuclear starburst as a driver of mass transfer. The thesis skillfully reviews these three findings, which have greatly improved our understanding of the growth mechanism of SMBHs. Introduction: The Active Trinity in the Centers of Galaxies -- AGN Feedback on the CND-scale Molecular Gas: Submillemeter HCN Enhancement as a New Extinction Free Energy Diagnostic Tool -- Non-detection of Another Extinction-Free Proxy of Active Nuclei, Submillimeter Hydrogen Recombination Lines -- CND-scale AGN fueling: Do CNDs Drive the Growth of Supermassive Black Holes? -- Summary and Future Outlook. | [
"['rest']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Millimeter and Submillimeter Studies on the Active Trinity of Gas, Stars, and Black Holes in Seyfert Galaxies
- Document Abstract: This thesis focuses on understanding the growth and formation mechanism of supermassive black holes (SMBHs), an issue it addresses by investigating the dense interstellar medium that is assumed to be a crucial component of the fuel for SMBHs. The thesis also offers unique guidance on using the Atacama Large Millimeter/submillimeter Array (ALMA) in active galactic nuclei (AGN) research. The author presents the three major findings regarding SMBH formation and growth: (1) The development of a new diagnostic method for the energy sources in galaxies based on submillimeter spectroscopy, which allows identification of accreting SMBHs even in obscured environments, (2) the discovery that the circumnuclear dense gas disk (CND), with a typical size of a few tens of parsecs, which plays a crucial role in governing the growth of SMBHs, and (3) the discovery that the mass transfer budget from the CND to the central SMBHs can be quantitatively understood with a theoretical model incorporating the circumnuclear starburst as a driver of mass transfer. The thesis skillfully reviews these three findings, which have greatly improved our understanding of the growth mechanism of SMBHs. Introduction: The Active Trinity in the Centers of Galaxies -- AGN Feedback on the CND-scale Molecular Gas: Submillemeter HCN Enhancement as a New Extinction Free Energy Diagnostic Tool -- Non-detection of Another Extinction-Free Proxy of Active Nuclei, Submillimeter Hydrogen Recombination Lines -- CND-scale AGN fueling: Do CNDs Drive the Growth of Supermassive Black Holes? -- Summary and Future Outlook.
- Document LIN Search class: ['rest'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1703124391.jsonld | Isolation and characterization of novel biomolecules during the mutualistic interaction between Piriformospora indica and Arabidopsis thaliana | The endophytic fungus Piriformospora indica can form beneficial interaction with many different plant species including Arabidopsis thaliana. This interaction has similarities to mycorrhiza, can improve the plant fitness, and can result in a higher biomass production. This work was focused on the perception of a novel signalling molecule, cellotriose, and the identification of symbiosis-specific secreted proteins. | [
"['bio']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Isolation and characterization of novel biomolecules during the mutualistic interaction between Piriformospora indica and Arabidopsis thaliana
- Document Abstract: The endophytic fungus Piriformospora indica can form beneficial interaction with many different plant species including Arabidopsis thaliana. This interaction has similarities to mycorrhiza, can improve the plant fitness, and can result in a higher biomass production. This work was focused on the perception of a novel signalling molecule, cellotriose, and the identification of symbiosis-specific secreted proteins.
- Document LIN Search class: ['bio']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1659407907.jsonld | The evolution of regional labor market disparities | Danksagung List of Figures List of Tables 1 Introduction 1.1 Motivation 1.2 Structure of the thesis 2 What do we know about the evolution of regional labor market disparities? 2.1 The evolution of regional labor market disparities: Convergence or divergence? 2.1.1 Cross-sectional approaches to convergence 2.1.2 Time series approaches to convergence 2.1.3 Convergence or divergence? 2.2 Adjustment to shocks 2.2.1 Measures for relative regional variables 2.2.2 Theoretical framework 2.2.3 Autoregressive processes and impulse response analysis.. 2.2.4 The empirical framework by Blanchard/Katz (1992) 2.2.5 The role of wages in the adjustment process 2.2.6 Further enhancement of the classical approach 2.2.7 When will things return to normal after a regional labor demand shock? 3 New insights into the evolution of regional unemployment disparities in Germany 3.1 Trends in German regional unemployment 3.2 The evolution of regional unemployment disparities 3.3 The definition of stochastic convergence 3.4 Testing for cross-sectional dependence 3.4.1 Two tests for cross-sectional dependence 3.4.2 Results 3.5 Testing the hypothesis of stochastic convergence 3.5.1 Modeling cross-sectional dependence via approximate factors 3.5.2 Testing for a unit root 3.5.3 Results 3.6 Conclusion 4 Convergence analysis for heterogeneous employment groups 4.1 Data and definitions 4.2 The evolution of skill-specific employment in West Germany 4.3 Recent trends in regional employment disparities 4.4 Stochastic convergence and cross-sectional dependence 4.4.1 Structures and restrictions imposed by the definition of stochastic convergence 4.4.2 Testing stochastic convergence as a second generation panel unit root test 4.5 Convergence or divergence of regional employment rates? 4.6 Conclusion 5 Regional labor market dynamics after a labor demand shock 5.1 Empirical framework 5.1.1 Basic principles of the empirical framework 5.1.2 Specification of the PVAR 5.1.3 Impulse response analysis 5.1.4 Estimati...... Zahlreiche Länder, so auch Deutschland, zeichnen sich durch ausgeprägte regionale Disparitäten auf dem Arbeitsmarkt aus. Regionalökonomische Studien liefern unterschiedlichste Ansätze, um die Existenz solcher Unterschiede zu erklären. Aber nur wenige Arbeiten geben Aufschluss über die Dynamik regionaler Arbeitsmarktdisparitäten: Nehmen diese im Zeitablauf zu, verringern sie sich oder bleiben sie stabil? Auch blenden die bisherigen Studien aus, welche Rolle Beschäftigtengruppen mit unterschiedlichem Qualifikationsniveau in diesem Prozess spielen. Die Arbeit von Daniel Werner schließt diese Lücken. Detailliert untersucht Werner zudem die Anpassungsprozesse nach regionalen Arbeitsmarktschocks. Sein Fazit: Die Mobilität der Arbeitskräfte - und hier insbesondere das Pendeln - ist der wichtigste Ausgleichsmechanismus. Daniel Werner ist wissenschaftlicher Mitarbeiter am Institut für Arbeitsmarkt- und Berufsforschung (IAB) in Nürnberg. Die IAB-Bibliothek können Sie gerne als Reihe beziehen. Sie werden dann automatisch mit jeder neuen Ausgabe auf Rechnung beliefert. Für jeden neu erscheinenden Titel gewähren wir einen Nachlass von 20 % auf den Einzelverkaufspreis. Bitte wenden Sie sich diesbezüglich an den IAB-Bestellservice. | [
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: The evolution of regional labor market disparities
- Document Abstract: Danksagung List of Figures List of Tables 1 Introduction 1.1 Motivation 1.2 Structure of the thesis 2 What do we know about the evolution of regional labor market disparities? 2.1 The evolution of regional labor market disparities: Convergence or divergence? 2.1.1 Cross-sectional approaches to convergence 2.1.2 Time series approaches to convergence 2.1.3 Convergence or divergence? 2.2 Adjustment to shocks 2.2.1 Measures for relative regional variables 2.2.2 Theoretical framework 2.2.3 Autoregressive processes and impulse response analysis.. 2.2.4 The empirical framework by Blanchard/Katz (1992) 2.2.5 The role of wages in the adjustment process 2.2.6 Further enhancement of the classical approach 2.2.7 When will things return to normal after a regional labor demand shock? 3 New insights into the evolution of regional unemployment disparities in Germany 3.1 Trends in German regional unemployment 3.2 The evolution of regional unemployment disparities 3.3 The definition of stochastic convergence 3.4 Testing for cross-sectional dependence 3.4.1 Two tests for cross-sectional dependence 3.4.2 Results 3.5 Testing the hypothesis of stochastic convergence 3.5.1 Modeling cross-sectional dependence via approximate factors 3.5.2 Testing for a unit root 3.5.3 Results 3.6 Conclusion 4 Convergence analysis for heterogeneous employment groups 4.1 Data and definitions 4.2 The evolution of skill-specific employment in West Germany 4.3 Recent trends in regional employment disparities 4.4 Stochastic convergence and cross-sectional dependence 4.4.1 Structures and restrictions imposed by the definition of stochastic convergence 4.4.2 Testing stochastic convergence as a second generation panel unit root test 4.5 Convergence or divergence of regional employment rates? 4.6 Conclusion 5 Regional labor market dynamics after a labor demand shock 5.1 Empirical framework 5.1.1 Basic principles of the empirical framework 5.1.2 Specification of the PVAR 5.1.3 Impulse response analysis 5.1.4 Estimati...... Zahlreiche Länder, so auch Deutschland, zeichnen sich durch ausgeprägte regionale Disparitäten auf dem Arbeitsmarkt aus. Regionalökonomische Studien liefern unterschiedlichste Ansätze, um die Existenz solcher Unterschiede zu erklären. Aber nur wenige Arbeiten geben Aufschluss über die Dynamik regionaler Arbeitsmarktdisparitäten: Nehmen diese im Zeitablauf zu, verringern sie sich oder bleiben sie stabil? Auch blenden die bisherigen Studien aus, welche Rolle Beschäftigtengruppen mit unterschiedlichem Qualifikationsniveau in diesem Prozess spielen. Die Arbeit von Daniel Werner schließt diese Lücken. Detailliert untersucht Werner zudem die Anpassungsprozesse nach regionalen Arbeitsmarktschocks. Sein Fazit: Die Mobilität der Arbeitskräfte - und hier insbesondere das Pendeln - ist der wichtigste Ausgleichsmechanismus. Daniel Werner ist wissenschaftlicher Mitarbeiter am Institut für Arbeitsmarkt- und Berufsforschung (IAB) in Nürnberg. Die IAB-Bibliothek können Sie gerne als Reihe beziehen. Sie werden dann automatisch mit jeder neuen Ausgabe auf Rechnung beliefert. Für jeden neu erscheinenden Titel gewähren wir einen Nachlass von 20 % auf den Einzelverkaufspreis. Bitte wenden Sie sich diesbezüglich an den IAB-Bestellservice.
- Document LIN Search class: ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A740741845.jsonld | Plasmapolymerisation mit einem Atmosphärendruck-Mikroplasma-Jet zur Bildung funktioneller Schichten | Atmosphärendruck, Plasma, Beschichten, Teflon, Aminogruppen, Mikroplasma, Jet, atmospheric pressure, deposition, teflon-like, microplasma, aminogroups Within the scope of this work the plasmapolymerisation of aminogroup containing and perfluorinated hydrocarbons with a microplasma jet at atmospheric pressure was investigated. The goal was a first time successful deposition of amino-functional and Teflon-like coatings. To achieve this, a experimental setup for the deposition process was planned and realised. It consists of the plasma jet, and the surrounding glass vessel, which allows the generation of different ambient atmospheres at normal pressure and also protects the experimenter from potentially produced toxic components. As the first task, the deposition with the aminogroup containing precursors Cyclopropylamine (CPA) und Ethylendiamine (EDA) was pursued. It turned out that a deposition in self-organized jet mode was possible. The coatings possess a dome-shaped deposition profile a homogeneous chemical structure with a nitrogen content of up to 20 %. Depending on the treatment time and used ambient atmosphere, [NH2]/[C] values between 5.5 % and 3 % (EDA) as well as 4 % and 1 % (CPA) were obtained. The protective gas atmosphere, consisting of nitrogen and hydrogen, which was meant to support the formation of primary aminogroups, was impacting the process negatively. Compared to processes with air as ambient atmposphere the deposition rate was halved. Furthermore, a positive effect on the amount of primary aminogroups was only observed with CPA ... | [
"['che']",
"['cet']",
"['phy']",
"['mas']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Plasmapolymerisation mit einem Atmosphärendruck-Mikroplasma-Jet zur Bildung funktioneller Schichten
- Document Abstract: Atmosphärendruck, Plasma, Beschichten, Teflon, Aminogruppen, Mikroplasma, Jet, atmospheric pressure, deposition, teflon-like, microplasma, aminogroups Within the scope of this work the plasmapolymerisation of aminogroup containing and perfluorinated hydrocarbons with a microplasma jet at atmospheric pressure was investigated. The goal was a first time successful deposition of amino-functional and Teflon-like coatings. To achieve this, a experimental setup for the deposition process was planned and realised. It consists of the plasma jet, and the surrounding glass vessel, which allows the generation of different ambient atmospheres at normal pressure and also protects the experimenter from potentially produced toxic components. As the first task, the deposition with the aminogroup containing precursors Cyclopropylamine (CPA) und Ethylendiamine (EDA) was pursued. It turned out that a deposition in self-organized jet mode was possible. The coatings possess a dome-shaped deposition profile a homogeneous chemical structure with a nitrogen content of up to 20 %. Depending on the treatment time and used ambient atmosphere, [NH2]/[C] values between 5.5 % and 3 % (EDA) as well as 4 % and 1 % (CPA) were obtained. The protective gas atmosphere, consisting of nitrogen and hydrogen, which was meant to support the formation of primary aminogroups, was impacting the process negatively. Compared to processes with air as ambient atmposphere the deposition rate was halved. Furthermore, a positive effect on the amount of primary aminogroups was only observed with CPA ...
- Document LIN Search class: ['che'], ['cet'], ['phy'], ['mas']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1800104340.jsonld | Ein Fest für den Heiligen : die früh- und hochmittelalterliche Verehrung des heiligen Zeno und ihre liturgischen Quellen in Verona | During the Middle Ages the cult of saints was an essential part of religious life. As a result, the study of saints’ lives and other narrative sources is a well-established research area for medievalists. But these studies often marginalize liturgical sources and rarely take the reality of medieval saints’ cults into account. This volume, however, focuses on liturgical worship or, as the author calls it, ‘Hagiopraxis’, and its sources and manuscripts. This approach rests on the methodological assumption that saints in the Middle Ages were constructed and propagated not only in Vitae and Passiones, but primarily in liturgical practice, in its texts and artefacts. It was mostly these liturgically constructed saints who were called upon for help and protection, and who could act as role models for the medieval audience. This innovative approach is exemplified in this volume through the study of the medieval cult of Saint Zeno, patron of the north Italian city of Verona. Im Mittelalter war Heiligenverehrung zentraler Bestandteil des religiösen Lebens. Entsprechend hat die Forschung vermehrt Heiligenviten und narrative Quellen des Heiligenkultes untersucht, dabei aber häufig die liturgische Realität dieser Kulte vergessen. In der vorliegenden Monographie hingegen werden bewusst die liturgische Verehrung von Heiligen - die ‚Hagiopraxis’ - sowie ihre Quellen und Medien in den Vordergrund gestellt. Die Autorin geht dabei von der Voraussetzung aus, dass Heilige im Mittelalter nicht nur in narrativen und schriftlichen Quellen, sondern vor allem in der liturgischen Aufführungspraxis, ihren Texten und Trägern (den liturgischen Handschriften) konstruiert und propagiert wurden. Es waren vor allem solche liturgisch kreierte Figuren, die als Fürbitter und Zuhörer, als Modell und Beschützer, quasi als wahre ‚christliche Helden‘ vom mittelalterlichen Publikum wahrgenommen wurden. Diese innovative Sichtweise wird im vorliegenden Band an einem ausgewählten Heiligenkult expliziert, nämlich am dem des heiligen Zeno, des Patrons der oberitalienischen Stadt Verona. | [
"['rel']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Ein Fest für den Heiligen : die früh- und hochmittelalterliche Verehrung des heiligen Zeno und ihre liturgischen Quellen in Verona
- Document Abstract: During the Middle Ages the cult of saints was an essential part of religious life. As a result, the study of saints’ lives and other narrative sources is a well-established research area for medievalists. But these studies often marginalize liturgical sources and rarely take the reality of medieval saints’ cults into account. This volume, however, focuses on liturgical worship or, as the author calls it, ‘Hagiopraxis’, and its sources and manuscripts. This approach rests on the methodological assumption that saints in the Middle Ages were constructed and propagated not only in Vitae and Passiones, but primarily in liturgical practice, in its texts and artefacts. It was mostly these liturgically constructed saints who were called upon for help and protection, and who could act as role models for the medieval audience. This innovative approach is exemplified in this volume through the study of the medieval cult of Saint Zeno, patron of the north Italian city of Verona. Im Mittelalter war Heiligenverehrung zentraler Bestandteil des religiösen Lebens. Entsprechend hat die Forschung vermehrt Heiligenviten und narrative Quellen des Heiligenkultes untersucht, dabei aber häufig die liturgische Realität dieser Kulte vergessen. In der vorliegenden Monographie hingegen werden bewusst die liturgische Verehrung von Heiligen - die ‚Hagiopraxis’ - sowie ihre Quellen und Medien in den Vordergrund gestellt. Die Autorin geht dabei von der Voraussetzung aus, dass Heilige im Mittelalter nicht nur in narrativen und schriftlichen Quellen, sondern vor allem in der liturgischen Aufführungspraxis, ihren Texten und Trägern (den liturgischen Handschriften) konstruiert und propagiert wurden. Es waren vor allem solche liturgisch kreierte Figuren, die als Fürbitter und Zuhörer, als Modell und Beschützer, quasi als wahre ‚christliche Helden‘ vom mittelalterlichen Publikum wahrgenommen wurden. Diese innovative Sichtweise wird im vorliegenden Band an einem ausgewählten Heiligenkult expliziert, nämlich am dem des heiligen Zeno, des Patrons der oberitalienischen Stadt Verona.
- Document LIN Search class: ['rel'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A779204603.jsonld | Information security management and employees' security awareness : an analysis of behavioral determinants | Information security, personality traits, holistic ISM, security awareness, information security policy, compliant behavior, TPB, theory of planned behavior, action design research, process model. - Informationssicherheit, Persönlichkeitsmerkmale, ganzheitliches Informationssicherheitsmanagement, Sicherheitsbewusstsein, Informationssicherheitspolicy, sicherheitsrelevantes Verhalten, Theorie des geplanten Verhaltens, konstruktionsorientierte Aktionsforschung, Prozessmodell | [
"['inf']",
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Information security management and employees' security awareness : an analysis of behavioral determinants
- Document Abstract: Information security, personality traits, holistic ISM, security awareness, information security policy, compliant behavior, TPB, theory of planned behavior, action design research, process model. - Informationssicherheit, Persönlichkeitsmerkmale, ganzheitliches Informationssicherheitsmanagement, Sicherheitsbewusstsein, Informationssicherheitspolicy, sicherheitsrelevantes Verhalten, Theorie des geplanten Verhaltens, konstruktionsorientierte Aktionsforschung, Prozessmodell
- Document LIN Search class: ['inf'], ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A73345528X.jsonld | 3D-spectroscopy of dense stellar populations | Globular clusters are gravitationally bound collections of hundreds of thousands of stars that are almost as old as the Universe itself. Although they have been studied for hundreds of years, their formation and evolution is not yet fully understood. We want to fi nd answers to some of the major questions by investing a large amount of observing time with MUSE, the upcoming 2nd generation instrument for ESOś Very Large Telescope. In this thesis I discuss the current state of research on globular clusters as well as the possibilities of this new instrument. Numerical methods for the analysis of MUSE data are presented, including a comprehensive library of synthetic spectra that has been created just for this purpose. The application of these methods to both synthetic and real data is discussed with particular emphasis on a "dry run" that has been conducted for MUSE. Finally, a potential program for the observation of globular clusters is presented. | [
"['rest']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: 3D-spectroscopy of dense stellar populations
- Document Abstract: Globular clusters are gravitationally bound collections of hundreds of thousands of stars that are almost as old as the Universe itself. Although they have been studied for hundreds of years, their formation and evolution is not yet fully understood. We want to fi nd answers to some of the major questions by investing a large amount of observing time with MUSE, the upcoming 2nd generation instrument for ESOś Very Large Telescope. In this thesis I discuss the current state of research on globular clusters as well as the possibilities of this new instrument. Numerical methods for the analysis of MUSE data are presented, including a comprehensive library of synthetic spectra that has been created just for this purpose. The application of these methods to both synthetic and real data is discussed with particular emphasis on a "dry run" that has been conducted for MUSE. Finally, a potential program for the observation of globular clusters is presented.
- Document LIN Search class: ['rest']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A833976443.jsonld | Konzeption und Aufbau des Positronenstrahlsystems MePS, PAS-Messungen an porösen low-k-Schichten | This work deals with the design and construction of the measurement setup MePS (monoenergetic positron spectroscopy) at the Helmholtz-Zentrum Dresden-Rossendorf (HZDR). MePS makes use of the excellent time structure of the primary electron beam of ELBE (repetition frequency up to 26 MHz; bunch length < 5 ps) to produce a pulsed, intensely slow positron beam to allow depth-dependent positron lifetime spectroscopy. It’s the first time that the MePS system has been used to study the pore system of a series of low-k-dielectric layers. Furthermore, self-assembly low-k dielectric layer with different porosity levels and distinct pore topology are characterized by using positron annihilation spectroscopy (PAS). PAS results are used to predict the value of a sudden increase of pore interconnectivity. monoenergetische Positronen; MePS; Positronen-Annihilations-Lebensdauer-Spektroskopie; PALS; low-k-Schichten; PAS; Positronium monoenergetic positron; MePS; positron annihilation lifetime spectroscopy; PALS; low-k dielectric layer; PAS; positronium Diese Arbeit befasst sich mit der Konzeption und dem Aufbau des Positronen-Lebensdauer-Messplatzes MePS (Monoenergetic Positron Spectroscopy) am Helmholtz-Zentrum Dresden-Rossendorf (HZDR). Der gepulste monoenergetische Positronenstrahl wird durch Paarerzeugung mit Hilfe des ELBE Elektronenstrahls generiert. MePS nutzt dabei die gute Zeitstruktur des primären Elektronenstrahls (Wiederholfrequenz 26 MHz, Bunchlänge < 5 ps). Nach erfolgter Fertigstellung des Messplatzes können tiefenabhängige Positronen-Annihilations-Lebensdauer-Spektroskopie-Untersuchungen zur Charakterisierung von Defekten und Hohlräumen in Festkörpern durchgeführt werden. Erstmals angewendet wurde MePS zur Bestimmung der Porengrößen in porösen dielektrischen low-k-Schichten. Weiterhin konnte mit anderen Methoden der Positronen-Annihilations-Spektroskopie eine Aussage getroffen werden, ab welchem Porositätsgrad sich in selbstorganisierenden low-k-Materialien offene Porensysteme ausbilden. | [
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Konzeption und Aufbau des Positronenstrahlsystems MePS, PAS-Messungen an porösen low-k-Schichten
- Document Abstract: This work deals with the design and construction of the measurement setup MePS (monoenergetic positron spectroscopy) at the Helmholtz-Zentrum Dresden-Rossendorf (HZDR). MePS makes use of the excellent time structure of the primary electron beam of ELBE (repetition frequency up to 26 MHz; bunch length < 5 ps) to produce a pulsed, intensely slow positron beam to allow depth-dependent positron lifetime spectroscopy. It’s the first time that the MePS system has been used to study the pore system of a series of low-k-dielectric layers. Furthermore, self-assembly low-k dielectric layer with different porosity levels and distinct pore topology are characterized by using positron annihilation spectroscopy (PAS). PAS results are used to predict the value of a sudden increase of pore interconnectivity. monoenergetische Positronen; MePS; Positronen-Annihilations-Lebensdauer-Spektroskopie; PALS; low-k-Schichten; PAS; Positronium monoenergetic positron; MePS; positron annihilation lifetime spectroscopy; PALS; low-k dielectric layer; PAS; positronium Diese Arbeit befasst sich mit der Konzeption und dem Aufbau des Positronen-Lebensdauer-Messplatzes MePS (Monoenergetic Positron Spectroscopy) am Helmholtz-Zentrum Dresden-Rossendorf (HZDR). Der gepulste monoenergetische Positronenstrahl wird durch Paarerzeugung mit Hilfe des ELBE Elektronenstrahls generiert. MePS nutzt dabei die gute Zeitstruktur des primären Elektronenstrahls (Wiederholfrequenz 26 MHz, Bunchlänge < 5 ps). Nach erfolgter Fertigstellung des Messplatzes können tiefenabhängige Positronen-Annihilations-Lebensdauer-Spektroskopie-Untersuchungen zur Charakterisierung von Defekten und Hohlräumen in Festkörpern durchgeführt werden. Erstmals angewendet wurde MePS zur Bestimmung der Porengrößen in porösen dielektrischen low-k-Schichten. Weiterhin konnte mit anderen Methoden der Positronen-Annihilations-Spektroskopie eine Aussage getroffen werden, ab welchem Porositätsgrad sich in selbstorganisierenden low-k-Materialien offene Porensysteme ausbilden.
- Document LIN Search class: ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A663755751.jsonld | Beiträge zum IT-Compliance Management | IT-Compliance Management, IT-Risikomanagement, interne Kontrollen. - IT risk management, internal control | [
"['oek']",
"['inf']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Beiträge zum IT-Compliance Management
- Document Abstract: IT-Compliance Management, IT-Risikomanagement, interne Kontrollen. - IT risk management, internal control
- Document LIN Search class: ['oek'], ['inf']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A89093939X.jsonld | Education fights poverty? : a meta-analysis of psychosocial or educational preventive interventions for children and adolescents | Since more than 70 years, poverty is scientifically investigated as a risk factor for the cognitive and educational development of children and adolescents. Hundreds of programmes have been implemented which aim at preventing and compensating these unequal developmental precondition. The purpose of this dissertation was to synthesize the high-quality evidence worldwide into one comprehensive meta-analysis. An extensive, multimodal literature search for published and unpublished articles was conducted. Studies were included if the authors investigated the effectiveness of a psychosocial or educational programme designed to prevent the negative educational consequences of poverty. Additionally, the sample had to consist of children and adolescents up to the age of 18 years who predominantly (at least 70% of the sample) were of low socio-economic status (low-SES). Furthermore, studies were only eligible if a minimum of 50 participants were randomly assigned to the intervention and the untreated control group. A total of 109 relevant studies published between 1967 and 2013 could be retrieved. Most of them originated in the United States. The publications provided data regarding 132 contrasts between intervention and control groups. The sample included more than 80 000 children and adolescents predominantly between 2 and 12 years of age with mainly African-American or Hispanic ethnic background. Overall, an unbiased and robust, small but significant mean effect on children’s educational development could be found (d = 0.31). Stable long-term effects (more than 12 months post intervention) could be observed if children were approached directly but not if approached indirectly via their parents. Several moderating variables could be identified and further detailed analyses regarding child outcome constructs were conducted. The limitations of the dissertation are discussed and recommendations for research and practice are given. | [
"['pae']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Education fights poverty? : a meta-analysis of psychosocial or educational preventive interventions for children and adolescents
- Document Abstract: Since more than 70 years, poverty is scientifically investigated as a risk factor for the cognitive and educational development of children and adolescents. Hundreds of programmes have been implemented which aim at preventing and compensating these unequal developmental precondition. The purpose of this dissertation was to synthesize the high-quality evidence worldwide into one comprehensive meta-analysis. An extensive, multimodal literature search for published and unpublished articles was conducted. Studies were included if the authors investigated the effectiveness of a psychosocial or educational programme designed to prevent the negative educational consequences of poverty. Additionally, the sample had to consist of children and adolescents up to the age of 18 years who predominantly (at least 70% of the sample) were of low socio-economic status (low-SES). Furthermore, studies were only eligible if a minimum of 50 participants were randomly assigned to the intervention and the untreated control group. A total of 109 relevant studies published between 1967 and 2013 could be retrieved. Most of them originated in the United States. The publications provided data regarding 132 contrasts between intervention and control groups. The sample included more than 80 000 children and adolescents predominantly between 2 and 12 years of age with mainly African-American or Hispanic ethnic background. Overall, an unbiased and robust, small but significant mean effect on children’s educational development could be found (d = 0.31). Stable long-term effects (more than 12 months post intervention) could be observed if children were approached directly but not if approached indirectly via their parents. Several moderating variables could be identified and further detailed analyses regarding child outcome constructs were conducted. The limitations of the dissertation are discussed and recommendations for research and practice are given.
- Document LIN Search class: ['pae'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1655518585.jsonld | Leistungsklassen und Geschlechtertests : die heteronormative Logik des Sports | Assumption about physical performance and gender are closely interwoven in sports - how are they reproduced and how are they legitimized. Der Sport ist bis heute eine Sphäre männlicher Dominanz und heteronormativer Geschlechtervorstellungen. Das zeigt die anhaltende Debatte über Geschlechtertests im Leistungssport ebenso wie die deutliche Unterrepräsentanz von Sportlerinnen in den Medien. Aus einer praxistheoretischen Perspektive zeigt Karolin Heckemeyer, wie sich diese heteronormativ-hierarchische Ordnung in Bestimmungen internationaler Sportorganisationen und in Auseinandersetzungen von Athletinnen mit den Regeln des Sports (re-)produziert und legitimiert. Die Leistungsklasse Geschlecht erweist sich dabei als eine Struktur, die es für zukünftige Visionen eines geschlechterinklusiven Sports kritisch zu hinterfragen gilt. | [
"['spo']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Leistungsklassen und Geschlechtertests : die heteronormative Logik des Sports
- Document Abstract: Assumption about physical performance and gender are closely interwoven in sports - how are they reproduced and how are they legitimized. Der Sport ist bis heute eine Sphäre männlicher Dominanz und heteronormativer Geschlechtervorstellungen. Das zeigt die anhaltende Debatte über Geschlechtertests im Leistungssport ebenso wie die deutliche Unterrepräsentanz von Sportlerinnen in den Medien. Aus einer praxistheoretischen Perspektive zeigt Karolin Heckemeyer, wie sich diese heteronormativ-hierarchische Ordnung in Bestimmungen internationaler Sportorganisationen und in Auseinandersetzungen von Athletinnen mit den Regeln des Sports (re-)produziert und legitimiert. Die Leistungsklasse Geschlecht erweist sich dabei als eine Struktur, die es für zukünftige Visionen eines geschlechterinklusiven Sports kritisch zu hinterfragen gilt.
- Document LIN Search class: ['spo'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1031297057.jsonld | Communication in mentoring : a grounded theory approach | Over the last few decades, research on mentoring in general has gained momentum, and many researchers have focused on aspects of mentoring such as mentor and mentee qualities, responsibilities, mentoring styles and mentoring dialogues. Communication in mentoring, however, is an understudied topic, and this study aimed to investigate the impact of communication in mentoring on mentoring relationships. This study investigates holistic impact of communication in mentoring on mentoring relationship in one-to-one mentoring sessions between mentor-mentee dyads. To comprehend communication in mentoring, it is important to understand communication, which is “something that we do, something that we make, and something that we work on when we receive it from others” (Dimbleby & Burton, 1998, p.6). When this definition of communication is combined with mentoring it emerges as a combined effort from mentor-mentee dyad to try to understand and respond to the suggestions, ideas, remarks and comments of the other to answer each others’ concerns (Chaliès et al., 2004). Hence, communication in mentoring is a combined effort of mentor and mentee to engage each other is an effective and productive way. ... | [
"['pae']",
"['sow']",
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Communication in mentoring : a grounded theory approach
- Document Abstract: Over the last few decades, research on mentoring in general has gained momentum, and many researchers have focused on aspects of mentoring such as mentor and mentee qualities, responsibilities, mentoring styles and mentoring dialogues. Communication in mentoring, however, is an understudied topic, and this study aimed to investigate the impact of communication in mentoring on mentoring relationships. This study investigates holistic impact of communication in mentoring on mentoring relationship in one-to-one mentoring sessions between mentor-mentee dyads. To comprehend communication in mentoring, it is important to understand communication, which is “something that we do, something that we make, and something that we work on when we receive it from others” (Dimbleby & Burton, 1998, p.6). When this definition of communication is combined with mentoring it emerges as a combined effort from mentor-mentee dyad to try to understand and respond to the suggestions, ideas, remarks and comments of the other to answer each others’ concerns (Chaliès et al., 2004). Hence, communication in mentoring is a combined effort of mentor and mentee to engage each other is an effective and productive way. ...
- Document LIN Search class: ['pae'], ['sow'], ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A742059553.jsonld | Charakterisierung der Genomstruktur polyploider Dahlien mithilfe molekularer Marker | Dahlia variabilis, polyploid, polysome Vererbung, Kopplungskarte, Arthybriden, Marker-Merkmalsassoziationen, QTL, Dahlia macdougallii. - Polysomic inheritance, linkage map, species hybrids, marker-trait association | [
"['bio']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Charakterisierung der Genomstruktur polyploider Dahlien mithilfe molekularer Marker
- Document Abstract: Dahlia variabilis, polyploid, polysome Vererbung, Kopplungskarte, Arthybriden, Marker-Merkmalsassoziationen, QTL, Dahlia macdougallii. - Polysomic inheritance, linkage map, species hybrids, marker-trait association
- Document LIN Search class: ['bio']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1655774980.jsonld | Stiftungen als Instrument zur Unternehmensnachfolge : ein Leitfaden für Unternehmensnachfolgelösungen | The work shows how (family) companies can be continued in the (former) owner’s interest beyond inheritance or sale through the use of a foundation. It sees itself as a thought-provoking impulse regarding the design of a corporate succession using foundations, as well as an aid to their implementation.When one thinks of succession, the task of giving a company into the best hands is regularly one of the major entrepreneurial challenges. Due to the German economy, which is particularly characterised by entrepreneurship, successful successions are also decisive for the social prosperity of the country. However, studies indicate that about half of the upcoming company successions lack a (suitable) successor. Instead of selling, which does regularly not correspond to the continuing entrepreneurial interest of the owner, a foundation can take over the successor position and thus secure the existence of the company. Der Ratgeber zeigt, wie (Familien-)Unternehmen jenseits von Vererbung oder Verkauf durch Einsatz einer Stiftung im Unternehmersinne fortgeführt werden können. Er versteht sich als Denkanstoß hinsichtlich der Gestaltung einer Unternehmensnachfolge unter Einsatz von Stiftungen und als Hilfsmittel für deren Durchführung. Denn ein Unternehmen bei der Nachfolge in die besten Hände zu geben, ist regelmäßig eine der größeren unternehmerischen Herausforderungen. Aufgrund der in besonderem Maße durch Unternehmertum geprägten deutschen Wirtschaft sind gelungene Nachfolgen darüber hinaus entscheidend für den gesellschaftlichen Wohlstand des Landes. Studien besagen jedoch, dass in etwa der Hälfte der anstehenden Unternehmensnachfolgen eine (geeignete) Nachfolgerschaft fehlt. Anstatt in solchen Fällen zu verkaufen, was regelmäßig nicht dem auf Fortführung gerichteten Unternehmerinteresse entspricht, kann eine Stiftung die Nachfolgeposition übernehmen und so den Bestand des Unternehmens sichern. | [
"['oek']",
"['pae']",
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Stiftungen als Instrument zur Unternehmensnachfolge : ein Leitfaden für Unternehmensnachfolgelösungen
- Document Abstract: The work shows how (family) companies can be continued in the (former) owner’s interest beyond inheritance or sale through the use of a foundation. It sees itself as a thought-provoking impulse regarding the design of a corporate succession using foundations, as well as an aid to their implementation.When one thinks of succession, the task of giving a company into the best hands is regularly one of the major entrepreneurial challenges. Due to the German economy, which is particularly characterised by entrepreneurship, successful successions are also decisive for the social prosperity of the country. However, studies indicate that about half of the upcoming company successions lack a (suitable) successor. Instead of selling, which does regularly not correspond to the continuing entrepreneurial interest of the owner, a foundation can take over the successor position and thus secure the existence of the company. Der Ratgeber zeigt, wie (Familien-)Unternehmen jenseits von Vererbung oder Verkauf durch Einsatz einer Stiftung im Unternehmersinne fortgeführt werden können. Er versteht sich als Denkanstoß hinsichtlich der Gestaltung einer Unternehmensnachfolge unter Einsatz von Stiftungen und als Hilfsmittel für deren Durchführung. Denn ein Unternehmen bei der Nachfolge in die besten Hände zu geben, ist regelmäßig eine der größeren unternehmerischen Herausforderungen. Aufgrund der in besonderem Maße durch Unternehmertum geprägten deutschen Wirtschaft sind gelungene Nachfolgen darüber hinaus entscheidend für den gesellschaftlichen Wohlstand des Landes. Studien besagen jedoch, dass in etwa der Hälfte der anstehenden Unternehmensnachfolgen eine (geeignete) Nachfolgerschaft fehlt. Anstatt in solchen Fällen zu verkaufen, was regelmäßig nicht dem auf Fortführung gerichteten Unternehmerinteresse entspricht, kann eine Stiftung die Nachfolgeposition übernehmen und so den Bestand des Unternehmens sichern.
- Document LIN Search class: ['oek'], ['pae'], ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A877301085.jsonld | Intersex Narratives : Shifts in the Representation of Intersex Lives in North American Literature and Popular Culture | This book explores representations of intersex - intersex persons, intersex communities, and intersex as a cultural concept and knowledge category - in contemporary North American literature and popular culture. The study turns its attention to the significant paradigm shift in the narratives on intersex that occurred within early 1990s intersex activism in response to biopolitical regulations of intersex bodies.Focusing on the emergence of recent autobiographical stories and cultural productions like novels and TV series centering around intersex, Viola Amato provides a first systematic analysis of an activism-triggered resignification of intersex. | [
"['lit']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Intersex Narratives : Shifts in the Representation of Intersex Lives in North American Literature and Popular Culture
- Document Abstract: This book explores representations of intersex - intersex persons, intersex communities, and intersex as a cultural concept and knowledge category - in contemporary North American literature and popular culture. The study turns its attention to the significant paradigm shift in the narratives on intersex that occurred within early 1990s intersex activism in response to biopolitical regulations of intersex bodies.Focusing on the emergence of recent autobiographical stories and cultural productions like novels and TV series centering around intersex, Viola Amato provides a first systematic analysis of an activism-triggered resignification of intersex.
- Document LIN Search class: ['lit']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A845280058.jsonld | Evolutionäre Morphologie der Spermatozoen der Dysderoidea (Araneae, Synspermiata) | Araneae, Ultrastruktur, Spermien, Evolution, 3D-Rekonstruktion, Mikro-CT, Caponiidae, Orsolobidae, Oonopidae, ecribellate Haplogynae, spiders, ultrastructure, sperm, 3D reconstruction, micro-CT Evolutionary morphology not only aims at describing but explaining morphological diversity. Sperm in general and spider sperm in particular are known for their enormous morphological diversity. Additionally, spider sperm are transferred coiled and encapsulated, thus surrounded by a secretion sheath. Moreover, sperm are not only transferred as individual sperm but as sperm conjugates. Synspermia, where several sperm entirely fuse at the end of spermiogenesis are characteristic of a specific spider taxon, the so-called Synspermiata. The present thesis is focused on the sperm diversity of dysderoid spiders, a well-defined clade within Synspermiata. Dysderoidea consist of four families, namely Segestriidae, Dysderidae, Orsolobidae and Oonopidae, with Caponiidae as supoosed sister group to the latter. Sperm conjugates of certain Orsolobidae and Oonopidae, as well as a representative of Caponiidae are not surrounded by secretion sheath. The function of the secretion sheath is not yet clear. However, before sperm become activated the secretion sheath needs to be removed inside the female genital system, a process that is likely controlled by the female. Thus, unsheathed sperm conjugates might represent a male mating strategy to bypass the influence of the female and overcome a certain female choice. The sperm morphological diversity within Dysderoidea is especially high in Oonopidae. Here e.g., aflagellate sperm, as well as uncoiled sperm are transferred by certain oonopid taxa ... | [
"['bio']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Evolutionäre Morphologie der Spermatozoen der Dysderoidea (Araneae, Synspermiata)
- Document Abstract: Araneae, Ultrastruktur, Spermien, Evolution, 3D-Rekonstruktion, Mikro-CT, Caponiidae, Orsolobidae, Oonopidae, ecribellate Haplogynae, spiders, ultrastructure, sperm, 3D reconstruction, micro-CT Evolutionary morphology not only aims at describing but explaining morphological diversity. Sperm in general and spider sperm in particular are known for their enormous morphological diversity. Additionally, spider sperm are transferred coiled and encapsulated, thus surrounded by a secretion sheath. Moreover, sperm are not only transferred as individual sperm but as sperm conjugates. Synspermia, where several sperm entirely fuse at the end of spermiogenesis are characteristic of a specific spider taxon, the so-called Synspermiata. The present thesis is focused on the sperm diversity of dysderoid spiders, a well-defined clade within Synspermiata. Dysderoidea consist of four families, namely Segestriidae, Dysderidae, Orsolobidae and Oonopidae, with Caponiidae as supoosed sister group to the latter. Sperm conjugates of certain Orsolobidae and Oonopidae, as well as a representative of Caponiidae are not surrounded by secretion sheath. The function of the secretion sheath is not yet clear. However, before sperm become activated the secretion sheath needs to be removed inside the female genital system, a process that is likely controlled by the female. Thus, unsheathed sperm conjugates might represent a male mating strategy to bypass the influence of the female and overcome a certain female choice. The sperm morphological diversity within Dysderoidea is especially high in Oonopidae. Here e.g., aflagellate sperm, as well as uncoiled sperm are transferred by certain oonopid taxa ...
- Document LIN Search class: ['bio']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1728732913.jsonld | Untersuchungen zur Wechselwirkung zwischen Oberflächenmorphologie und Elektrochemie bei polykristallinen Goldelektroden | Polycrystalline gold has been electrochemically characterized since the end of the 19th century and has been regularly used as a working electrode in electrochemical analysis since the beginning of the 20th century. Erroneously, it was often believed that mechanical grinding and polishing would reveal the individual single crystal planes of the polycrystalline material and that their statistically weighted electrochemical behaviour could be reproducibly mapped. With occurence of new and improved methods for producing high-quality monocrystalline surfaces in parallel with development and distribution of powerful techniques for surface analysis, gold research from the mid-20th century onwards concentrated on the characterisation of the single crystal surfaces, but without using the newly gained knowledge for the interpretation of the polycrystalline material. Therefore, the subject of this work was to combine electrochemical methods (linear and cyclic voltammetry) with modern surface analysis (X-ray diffraction, electrochemical underpotential deposition of lead ions) and imaging techniques (AFM, STM, SEM) to characterize differently pretreated polycrystalline gold electrodes. Moreover, the electrochemical behaviour of these electrodes should be interpreted based on to date knowledge of the behaviour of the single crystal planes. Most of the results obtained were published in those three publications that form the main part of this dissertation. At first, a temporary activation ... Cyclovoltammetrie, Elektrochemie, Gold, Kristallfläche, Polykristall, Rasterelektronenmikroskop, Pb-UPD | [
"['che']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Untersuchungen zur Wechselwirkung zwischen Oberflächenmorphologie und Elektrochemie bei polykristallinen Goldelektroden
- Document Abstract: Polycrystalline gold has been electrochemically characterized since the end of the 19th century and has been regularly used as a working electrode in electrochemical analysis since the beginning of the 20th century. Erroneously, it was often believed that mechanical grinding and polishing would reveal the individual single crystal planes of the polycrystalline material and that their statistically weighted electrochemical behaviour could be reproducibly mapped. With occurence of new and improved methods for producing high-quality monocrystalline surfaces in parallel with development and distribution of powerful techniques for surface analysis, gold research from the mid-20th century onwards concentrated on the characterisation of the single crystal surfaces, but without using the newly gained knowledge for the interpretation of the polycrystalline material. Therefore, the subject of this work was to combine electrochemical methods (linear and cyclic voltammetry) with modern surface analysis (X-ray diffraction, electrochemical underpotential deposition of lead ions) and imaging techniques (AFM, STM, SEM) to characterize differently pretreated polycrystalline gold electrodes. Moreover, the electrochemical behaviour of these electrodes should be interpreted based on to date knowledge of the behaviour of the single crystal planes. Most of the results obtained were published in those three publications that form the main part of this dissertation. At first, a temporary activation ... Cyclovoltammetrie, Elektrochemie, Gold, Kristallfläche, Polykristall, Rasterelektronenmikroskop, Pb-UPD
- Document LIN Search class: ['che'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1659033330.jsonld | Wettbewerbsimplikationen technologischen Wandels : Eine simulationsbasierte Untersuchung der Anpassungsfähigkeit von Unternehmen | Dynamic Capabilities als Gradmesser der Anpassungsfähigkeit von Unternehmen -- Disruptive p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm;margin-bottom:.0001pt;font-size:12.0pt;font-family:'Times New Roman';} table.MsoNormalTable {font-size:10.0pt;font-family:'Times New Roman';} @page Section1 {size:612.0pt 792.0pt;margin:70.85pt 70.85pt 2.0cm 70.85pt;} div.Section1 {page:Section1;} Innovationen als besondere Form technologisch induzierten Wandels -- Die Bedeutung p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm;margin-bottom:.0001pt;font-size:12.0pt;font-family:'Times New Roman';} table.MsoNormalTable {font-size:10.0pt;font-family:'Times New Roman';} @page Section1 {size:612.0pt 792.0pt;margin:70.85pt 70.85pt 2.0cm 70.85pt;} div.Section1 {page:Section1;} von Start-ups für die Kommerzialisierung von Innovationen. Radikale technologische Innovationen stellen eine große Herausforderung für Unternehmen dar, bieten zeitgleich aber auch enorme Wachstumsmöglichkeiten. Die Dynamic Capabilities-Perspektive und die Theorie der disruptiven Technologien liefern – aus unterschiedlichen Blickwinkeln – Ansätze zur Erklärung des Scheiterns einstmals dominanter Marktführer vor dem Hintergrund technologisch induzierten Wandels. Christian Weitert überführt die Thesen beider Theorien in formale Modelle, prüft ihre logische Konsistenz und analysiert auf Basis von Simulationsexperimenten die Wirksamkeit verschiedener strategischer Handlungsalternativen. Der Inhalt Dynamic Capabilities als Gradmesser der Anpassungsfähigkeit von Unternehmen Disruptive Innovationen als besondere Form technologisch induzierten Wandels Die Bedeutung von Start-ups für die Kommerzialisierung von Innovationen Die Zielgruppen Dozenten und Studenten der Wirtschaftswissenschaften mit den Schwerpunkten Organisationstheorie, Strategisches Marketing, Innovations- und Technologiemanagement, Entrepreneurship Praktiker im Bereich Forschung & Entwicklung, Technologiemanagement, Entrepreneurship, Strategische Unternehmensplanung, Strategisches Marketing Der Autor Dr. Christian Weitert promovierte bei Prof. Dr. Dr. h.c. Milling am Industrieseminar der Universität Mannheim. | [
"['oek']",
"['pae']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Wettbewerbsimplikationen technologischen Wandels : Eine simulationsbasierte Untersuchung der Anpassungsfähigkeit von Unternehmen
- Document Abstract: Dynamic Capabilities als Gradmesser der Anpassungsfähigkeit von Unternehmen -- Disruptive p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm;margin-bottom:.0001pt;font-size:12.0pt;font-family:'Times New Roman';} table.MsoNormalTable {font-size:10.0pt;font-family:'Times New Roman';} @page Section1 {size:612.0pt 792.0pt;margin:70.85pt 70.85pt 2.0cm 70.85pt;} div.Section1 {page:Section1;} Innovationen als besondere Form technologisch induzierten Wandels -- Die Bedeutung p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0cm;margin-bottom:.0001pt;font-size:12.0pt;font-family:'Times New Roman';} table.MsoNormalTable {font-size:10.0pt;font-family:'Times New Roman';} @page Section1 {size:612.0pt 792.0pt;margin:70.85pt 70.85pt 2.0cm 70.85pt;} div.Section1 {page:Section1;} von Start-ups für die Kommerzialisierung von Innovationen. Radikale technologische Innovationen stellen eine große Herausforderung für Unternehmen dar, bieten zeitgleich aber auch enorme Wachstumsmöglichkeiten. Die Dynamic Capabilities-Perspektive und die Theorie der disruptiven Technologien liefern – aus unterschiedlichen Blickwinkeln – Ansätze zur Erklärung des Scheiterns einstmals dominanter Marktführer vor dem Hintergrund technologisch induzierten Wandels. Christian Weitert überführt die Thesen beider Theorien in formale Modelle, prüft ihre logische Konsistenz und analysiert auf Basis von Simulationsexperimenten die Wirksamkeit verschiedener strategischer Handlungsalternativen. Der Inhalt Dynamic Capabilities als Gradmesser der Anpassungsfähigkeit von Unternehmen Disruptive Innovationen als besondere Form technologisch induzierten Wandels Die Bedeutung von Start-ups für die Kommerzialisierung von Innovationen Die Zielgruppen Dozenten und Studenten der Wirtschaftswissenschaften mit den Schwerpunkten Organisationstheorie, Strategisches Marketing, Innovations- und Technologiemanagement, Entrepreneurship Praktiker im Bereich Forschung & Entwicklung, Technologiemanagement, Entrepreneurship, Strategische Unternehmensplanung, Strategisches Marketing Der Autor Dr. Christian Weitert promovierte bei Prof. Dr. Dr. h.c. Milling am Industrieseminar der Universität Mannheim.
- Document LIN Search class: ['oek'], ['pae']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1683272382.jsonld | Acquisition and characterization of canopy gap patterns of beech forests | Canopy gap research in European beech-dominated forests has experienced a remarkable upswing in the last decades. It contributes to answering both fundamental ecological questions and to designing silvicultural interventions according to the widely accepted concept of close-to-nature forestry. Although close-to-nature forestry aims at mimicking the dynamics of unmanaged forests, reference values of canopy gaps in old-growth or even semi-natural forests are still scarce. Old-growth forest remnants are rare, and the mapping of canopy gaps is extremely labor-intensive. From a forest structure ... | [
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Acquisition and characterization of canopy gap patterns of beech forests
- Document Abstract: Canopy gap research in European beech-dominated forests has experienced a remarkable upswing in the last decades. It contributes to answering both fundamental ecological questions and to designing silvicultural interventions according to the widely accepted concept of close-to-nature forestry. Although close-to-nature forestry aims at mimicking the dynamics of unmanaged forests, reference values of canopy gaps in old-growth or even semi-natural forests are still scarce. Old-growth forest remnants are rare, and the mapping of canopy gaps is extremely labor-intensive. From a forest structure ...
- Document LIN Search class: ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1760312002.jsonld | Quantification of low-energy electron induced single and double strand breaks in well-defined DNA sequences using DNA origami nanostructures | Ionizing radiation is used in cancer radiation therapy to effectively damage the DNA of tumors leading to cell death and reduction of the tumor tissue. The main damage is due to generation of highly reactive secondary species such as low-energy electrons (LEE) with the most probable energy around 10 eV through ionization of water molecules in the cells. A simulation of the dose distribution in the patient is required to optimize the irradiation modality in cancer radiation therapy, which must be based on the fundamental physical processes of high-energy radiation with the tissue. In the present work the accurate quantification of DNA radiation damage in the form of absolute cross sections for LEE-induced DNA strand breaks (SBs) between 5 and 20 eV is done by using the DNA origami technique. This method is based on the analysis of well-defined DNA target sequences attached to DNA origami triangles with atomic force microscopy (AFM) on the single molecule level. The present work focuses on poly-adenine sequences (5'-d(A4), 5'-d(A8), ... | [
"['bio']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Quantification of low-energy electron induced single and double strand breaks in well-defined DNA sequences using DNA origami nanostructures
- Document Abstract: Ionizing radiation is used in cancer radiation therapy to effectively damage the DNA of tumors leading to cell death and reduction of the tumor tissue. The main damage is due to generation of highly reactive secondary species such as low-energy electrons (LEE) with the most probable energy around 10 eV through ionization of water molecules in the cells. A simulation of the dose distribution in the patient is required to optimize the irradiation modality in cancer radiation therapy, which must be based on the fundamental physical processes of high-energy radiation with the tissue. In the present work the accurate quantification of DNA radiation damage in the form of absolute cross sections for LEE-induced DNA strand breaks (SBs) between 5 and 20 eV is done by using the DNA origami technique. This method is based on the analysis of well-defined DNA target sequences attached to DNA origami triangles with atomic force microscopy (AFM) on the single molecule level. The present work focuses on poly-adenine sequences (5'-d(A4), 5'-d(A8), ...
- Document LIN Search class: ['bio'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1736837400.jsonld | Die Möbel Philip Speakman Webbs oder Das Verhältnis von Kunst und Arbeit bei Morris & Co. | The presented work is dedicated to the creation of the first systematic catalogue of the furniture work of Philip Speakman Webb (1834–1915). Webb was a close companion of William Morris (1834– 1896). With their interior design company they laid the foundation for the Arts and Crafts Movement. The catalogue is preceded by an analysis of the contemporary discourse on art, in which Webb and his most important theoretical source, John Ruskin (1819–1900), are integrated. The underlying assumption is that a leading motive in the debate about art in general and Webb's in particular is the relation... Die vorliegende Arbeit widmet sich der Erstellung des ersten systematischen Verzeichnisses des Möbelschaffens von Philip Speakman Webb (1834–1915). Webb war ein enger Begleiter von William Morris (1834–1896). Mit ihrer Inneneinrichtungsfirma legten sie den Grundstein für die Arts and Crafts Movement. Dem Katalog ist eine Analyse des zeitgenössischen Diskurses über Kunst vorangestellt, in den sich Webb und sein wichtigster theoretischer Bezugspunkt, John Ruskin (1819–1900), einfügen. Die zugrunde gelegte Annahme geht davon aus, dass ein leitendes Motiv in der Debatte um Kunst im allgemeinen ... | [
"['rest']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Möbel Philip Speakman Webbs oder Das Verhältnis von Kunst und Arbeit bei Morris & Co.
- Document Abstract: The presented work is dedicated to the creation of the first systematic catalogue of the furniture work of Philip Speakman Webb (1834–1915). Webb was a close companion of William Morris (1834– 1896). With their interior design company they laid the foundation for the Arts and Crafts Movement. The catalogue is preceded by an analysis of the contemporary discourse on art, in which Webb and his most important theoretical source, John Ruskin (1819–1900), are integrated. The underlying assumption is that a leading motive in the debate about art in general and Webb's in particular is the relation... Die vorliegende Arbeit widmet sich der Erstellung des ersten systematischen Verzeichnisses des Möbelschaffens von Philip Speakman Webb (1834–1915). Webb war ein enger Begleiter von William Morris (1834–1896). Mit ihrer Inneneinrichtungsfirma legten sie den Grundstein für die Arts and Crafts Movement. Dem Katalog ist eine Analyse des zeitgenössischen Diskurses über Kunst vorangestellt, in den sich Webb und sein wichtigster theoretischer Bezugspunkt, John Ruskin (1819–1900), einfügen. Die zugrunde gelegte Annahme geht davon aus, dass ein leitendes Motiv in der Debatte um Kunst im allgemeinen ...
- Document LIN Search class: ['rest']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1683272374.jsonld | Acquisition and characterization of canopy gap patterns of beech forests | Canopy gap research in European beech-dominated forests has experienced a remarkable upswing in the last decades. It contributes to answering both fundamental ecological questions and to designing silvicultural interventions according to the widely accepted concept of close-to-nature forestry. Although close-to-nature forestry aims at mimicking the dynamics of unmanaged forests, reference values of canopy gaps in old-growth or even semi-natural forests are still scarce. Old-growth forest remnants are rare, and the mapping of canopy gaps is extremely labor-intensive. From a forest structure ... | [
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Acquisition and characterization of canopy gap patterns of beech forests
- Document Abstract: Canopy gap research in European beech-dominated forests has experienced a remarkable upswing in the last decades. It contributes to answering both fundamental ecological questions and to designing silvicultural interventions according to the widely accepted concept of close-to-nature forestry. Although close-to-nature forestry aims at mimicking the dynamics of unmanaged forests, reference values of canopy gaps in old-growth or even semi-natural forests are still scarce. Old-growth forest remnants are rare, and the mapping of canopy gaps is extremely labor-intensive. From a forest structure ...
- Document LIN Search class: ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1685454992.jsonld | Designing Urban National Memory | The study of memory, architecture, and urban space has been the interest of researchers from the diverse fields around the world due to, the significance of dealing with memories especially after the tragedy of the Second World War. Nations in Europe has chosen not to neglect their past, moreover, overcoming it by strengthening the national identity. An approach was clear in the literature, art, further in the way of rebuilding their cities; that mainly has reflected on the value of urban spaces and their role in narrating the country’s national memory. Thanks to this approach, which has supported the post-war European nations to invite to an act of forgiveness rather than to forget. On the contrary, memory, in relation to architecture is a form of knowledge has been neglected in Egypt, especially during the previous decades after the declaration of independence from the colonial power, and since 1952 revolution. Recently, a rising debate about Egypt national history and the need to renationalize the Egyptian historical consciousness has rapidly grown up, due to the political transformation has occurred because of the 25th uprising, 2011, which unveiled the power of public spaces in constituting the nation thoughts, especially Tahrir square.At the same time, this has unveiled the results of neglecting the past instead of overcoming it; unveiled a present carries the danger of conflict and repeating previous mistakes. Researchers, historians, politicians, governmental organization, have worked in the purpose of revisiting the historical information, and have tried to document the current transformation of the 25th uprising. There was a public demand for redesigning Tahrir square to reflect the memory of the uprising as a symbol of the power of the public. However, after eight years, those memories have faded as if the 25th uprising has never happened. Those circumstances are very relevant to the gap between urban design and the art of memory-work, in the scientific field. Few studies in Egypt conducted the concept of memory in relation to urban spaces, however, the matter requires more attention, to associate the need for renationalizing Egypt memory, with viewing urban space as a mean of narrating the country’s national memory and reflecting the citizens' current thoughts, as a try of nearing the distances between competing narratives. Therefore, the research aims at developing a methodological framework that should contribute to renationalizing memory through urban space. Further, benefiting from the German experience by investigating lessons to learn. That is based on the hypothesis that, although there is no fixed formula for all countries to renationalize the historical consciousness of memory through urban spaces, lessons to be learned from Germany experience could be a driving dimension when designing Egyptian urban spaces with a concept of memory as an essential factor. To guide the validity of the study’s hypothesis, a set of research questions are thus formulated: Starting from why memory is an essential factor when designing urban spaces? Regarding Egypt national memory, how it was constituted through history and how to read its representation on urban spaces? Also, the study quests the means of nationalizing memory through urban spaces? And What are the learned lessons from the German experience? The study tries to answer those questions. Via an inductive analytical methodology which moves from the gap of knowledge and from a particular situation in Egypt, to study the German experience in renationalizing the concept of memory through urban spaces. Within the scope of the study, exploring Egypt prevailing narratives and the inherited concepts which influenced the national memory is essential. Moreover, the research develops analytical political psychosocial model that could help reading memories in urban spaces, memory’s actors, and memory influences. To validate this model, case studies are analysed in light of the concluded aspects. Consequently, the expected result is to infer broad general learned lessons for the Egyptian case. Research findings and conclusions answer the research questions, interpret literature review, recommend some guide points to three target groups: first, practice field; to encourage designers to value the national and collective memories when designing urban spaces. Second, to ask policymakers to take the public participation into consideration, when taking decisions related to urban development. Third, the thesis recommends future researches of urban memory that connect theoretical information with the practice field. Finally, enhancing the memory-work in relation to the national narrative, conveying a meaningful message, when designing urban spaces could encourage citizens to learn, to interact, and to dissolve boundaries between the competing narratives in post-conflict societies. | [
"['his']",
"['sow']",
"['geo']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Designing Urban National Memory
- Document Abstract: The study of memory, architecture, and urban space has been the interest of researchers from the diverse fields around the world due to, the significance of dealing with memories especially after the tragedy of the Second World War. Nations in Europe has chosen not to neglect their past, moreover, overcoming it by strengthening the national identity. An approach was clear in the literature, art, further in the way of rebuilding their cities; that mainly has reflected on the value of urban spaces and their role in narrating the country’s national memory. Thanks to this approach, which has supported the post-war European nations to invite to an act of forgiveness rather than to forget. On the contrary, memory, in relation to architecture is a form of knowledge has been neglected in Egypt, especially during the previous decades after the declaration of independence from the colonial power, and since 1952 revolution. Recently, a rising debate about Egypt national history and the need to renationalize the Egyptian historical consciousness has rapidly grown up, due to the political transformation has occurred because of the 25th uprising, 2011, which unveiled the power of public spaces in constituting the nation thoughts, especially Tahrir square.At the same time, this has unveiled the results of neglecting the past instead of overcoming it; unveiled a present carries the danger of conflict and repeating previous mistakes. Researchers, historians, politicians, governmental organization, have worked in the purpose of revisiting the historical information, and have tried to document the current transformation of the 25th uprising. There was a public demand for redesigning Tahrir square to reflect the memory of the uprising as a symbol of the power of the public. However, after eight years, those memories have faded as if the 25th uprising has never happened. Those circumstances are very relevant to the gap between urban design and the art of memory-work, in the scientific field. Few studies in Egypt conducted the concept of memory in relation to urban spaces, however, the matter requires more attention, to associate the need for renationalizing Egypt memory, with viewing urban space as a mean of narrating the country’s national memory and reflecting the citizens' current thoughts, as a try of nearing the distances between competing narratives. Therefore, the research aims at developing a methodological framework that should contribute to renationalizing memory through urban space. Further, benefiting from the German experience by investigating lessons to learn. That is based on the hypothesis that, although there is no fixed formula for all countries to renationalize the historical consciousness of memory through urban spaces, lessons to be learned from Germany experience could be a driving dimension when designing Egyptian urban spaces with a concept of memory as an essential factor. To guide the validity of the study’s hypothesis, a set of research questions are thus formulated: Starting from why memory is an essential factor when designing urban spaces? Regarding Egypt national memory, how it was constituted through history and how to read its representation on urban spaces? Also, the study quests the means of nationalizing memory through urban spaces? And What are the learned lessons from the German experience? The study tries to answer those questions. Via an inductive analytical methodology which moves from the gap of knowledge and from a particular situation in Egypt, to study the German experience in renationalizing the concept of memory through urban spaces. Within the scope of the study, exploring Egypt prevailing narratives and the inherited concepts which influenced the national memory is essential. Moreover, the research develops analytical political psychosocial model that could help reading memories in urban spaces, memory’s actors, and memory influences. To validate this model, case studies are analysed in light of the concluded aspects. Consequently, the expected result is to infer broad general learned lessons for the Egyptian case. Research findings and conclusions answer the research questions, interpret literature review, recommend some guide points to three target groups: first, practice field; to encourage designers to value the national and collective memories when designing urban spaces. Second, to ask policymakers to take the public participation into consideration, when taking decisions related to urban development. Third, the thesis recommends future researches of urban memory that connect theoretical information with the practice field. Finally, enhancing the memory-work in relation to the national narrative, conveying a meaningful message, when designing urban spaces could encourage citizens to learn, to interact, and to dissolve boundaries between the competing narratives in post-conflict societies.
- Document LIN Search class: ['his'], ['sow'], ['geo']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1692436929.jsonld | Die Unternehmensgruppe im Insolvenzrecht | Although enterprise groups have dominated the corporate reality for decades, for a long time, German insolvency law did not contain any specific regulations for dealing with insolvency in an enterprise group. The legislator reacted to this by creating a national enterprise group insolvency law and, following up on the concept of an enterprise group, introduced regulations for the coordination and concentration of group proceedings in the German Insolvency Statute (InsO). The author subjects the new regulations to a detailed analysis, taking into account the solutions already developed in the run-up to the reform, and elaborates principles for the treatment of group insolvencies. In view of the diversity of an enterprise group insolvency and the autonomy of the group proceedings, a flexible approach is needed, which offers the opportunity to develop a common, group-specific strategy in the interest of all parties concerned, and to implement them specific to the legal entities. Obgleich Konzerne seit Jahrzehnten die Unternehmenswirklichkeit dominieren, wies das deutsche Insolvenzrecht lange Zeit keine Sonderregelungen zur Bewältigung der Insolvenz in einem Unternehmensverbund auf. Der Gesetzgeber reagierte hierauf durch die Schaffung eines nationalen Konzerninsolvenzrechts und fügte anknüpfend an den Begriff der Unternehmensgruppe Regelungen zur Koordination und Konzentration der Gruppen-Verfahren in die InsO ein. Der Autor unterzieht die Neuregelungen unter Berücksichtigung der bereits im Vorfeld der Reform entwickelten Lösungsansätze einer eingehenden Analyse und arbeitet Grundsätze für die Behandlung von Gruppeninsolvenzen heraus. Angesichts der Vielfalt einer Gruppeninsolvenz und der Selbständigkeit der Gruppen-Verfahren bedarf es eines flexiblen Ansatzes, der es ermöglicht, im Interesse aller Beteiligten eine gemeinsame Strategie gruppenbezogen zu entwickeln und rechtsträgerbezogen umzusetzen. | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Unternehmensgruppe im Insolvenzrecht
- Document Abstract: Although enterprise groups have dominated the corporate reality for decades, for a long time, German insolvency law did not contain any specific regulations for dealing with insolvency in an enterprise group. The legislator reacted to this by creating a national enterprise group insolvency law and, following up on the concept of an enterprise group, introduced regulations for the coordination and concentration of group proceedings in the German Insolvency Statute (InsO). The author subjects the new regulations to a detailed analysis, taking into account the solutions already developed in the run-up to the reform, and elaborates principles for the treatment of group insolvencies. In view of the diversity of an enterprise group insolvency and the autonomy of the group proceedings, a flexible approach is needed, which offers the opportunity to develop a common, group-specific strategy in the interest of all parties concerned, and to implement them specific to the legal entities. Obgleich Konzerne seit Jahrzehnten die Unternehmenswirklichkeit dominieren, wies das deutsche Insolvenzrecht lange Zeit keine Sonderregelungen zur Bewältigung der Insolvenz in einem Unternehmensverbund auf. Der Gesetzgeber reagierte hierauf durch die Schaffung eines nationalen Konzerninsolvenzrechts und fügte anknüpfend an den Begriff der Unternehmensgruppe Regelungen zur Koordination und Konzentration der Gruppen-Verfahren in die InsO ein. Der Autor unterzieht die Neuregelungen unter Berücksichtigung der bereits im Vorfeld der Reform entwickelten Lösungsansätze einer eingehenden Analyse und arbeitet Grundsätze für die Behandlung von Gruppeninsolvenzen heraus. Angesichts der Vielfalt einer Gruppeninsolvenz und der Selbständigkeit der Gruppen-Verfahren bedarf es eines flexiblen Ansatzes, der es ermöglicht, im Interesse aller Beteiligten eine gemeinsame Strategie gruppenbezogen zu entwickeln und rechtsträgerbezogen umzusetzen.
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1671659708.jsonld | Photophysical characterization of dynamically linked polymers for self-healing applications | The thesis at hand deals with the spectroscopic and photophysical characterization of dynamically linked polymers, so called dynamers. Dynamers have already found extensive use in the fields of sensor systems or self-healing materials, but the combination of their dynamic chemistry with optical properties such as absorption or emission is still an open field of research. The present thesis is divided in three main parts. First, dynamers that rely on the Diels-Alder functionality were investigated by steady-state and time-resolved, i.e. transient absorption and time-resolved emission, spectroscopies. The chromophores embedded in the polymer scaffold belonged to the class of oligo(arylene ethynylene)s, which are known for their pronounced emission properties. In particular, the influence of the dynamer structure on their ground- and excited state properties both in solution as well as in thin films was studied. Additionally, energy transfer experiments in different polymer compositions were conducted. Second, an imine based polymer was probed with regards to its photostability. Utilizing different excitation energies and solvent properties, different photochemical deactivation pathways were found. Last, an imine-based polymer system was investigated that could partially self-heal its absorption properties after photodamage. Different polymer sructures which affected polymer mobility in films were tested and general rules for the design of optically active self-healing polymers were derived. Keywords: dynamic polymers, dynamic chemistry, self-healing, time-resolved spectroscopy, transient absorption spectroscopy, energy transfer, arylene ethynylene, phenylene ethynylene, photoisomerization, photooxidation. | [
"['che']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Photophysical characterization of dynamically linked polymers for self-healing applications
- Document Abstract: The thesis at hand deals with the spectroscopic and photophysical characterization of dynamically linked polymers, so called dynamers. Dynamers have already found extensive use in the fields of sensor systems or self-healing materials, but the combination of their dynamic chemistry with optical properties such as absorption or emission is still an open field of research. The present thesis is divided in three main parts. First, dynamers that rely on the Diels-Alder functionality were investigated by steady-state and time-resolved, i.e. transient absorption and time-resolved emission, spectroscopies. The chromophores embedded in the polymer scaffold belonged to the class of oligo(arylene ethynylene)s, which are known for their pronounced emission properties. In particular, the influence of the dynamer structure on their ground- and excited state properties both in solution as well as in thin films was studied. Additionally, energy transfer experiments in different polymer compositions were conducted. Second, an imine based polymer was probed with regards to its photostability. Utilizing different excitation energies and solvent properties, different photochemical deactivation pathways were found. Last, an imine-based polymer system was investigated that could partially self-heal its absorption properties after photodamage. Different polymer sructures which affected polymer mobility in films were tested and general rules for the design of optically active self-healing polymers were derived. Keywords: dynamic polymers, dynamic chemistry, self-healing, time-resolved spectroscopy, transient absorption spectroscopy, energy transfer, arylene ethynylene, phenylene ethynylene, photoisomerization, photooxidation.
- Document LIN Search class: ['che'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A81805624X.jsonld | Sophie von La Roches Briefe an Johann Friedrich Christian Petersen : (1788-1806) : kritische Edition, Kommentar, Analyse | "The first historical-critical edition of the 195 letters of Sophie von La Roche to the educator of princes Johann Friedrich Christian Petersen offers surprising insights into the final chapter of the writer's life. Her attitude was not one of resignation; von La Roche helped influence the education of a sovereign and initiated marriage schemes between Protestant princely houses to favor a Prussian-friendly Restoration policy"-- | [
"['his']",
"['lit']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Sophie von La Roches Briefe an Johann Friedrich Christian Petersen : (1788-1806) : kritische Edition, Kommentar, Analyse
- Document Abstract: "The first historical-critical edition of the 195 letters of Sophie von La Roche to the educator of princes Johann Friedrich Christian Petersen offers surprising insights into the final chapter of the writer's life. Her attitude was not one of resignation; von La Roche helped influence the education of a sovereign and initiated marriage schemes between Protestant princely houses to favor a Prussian-friendly Restoration policy"--
- Document LIN Search class: ['his'], ['lit']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1671009916.jsonld | Detectors, Reference Frames, and Time | Chapter1. Introduction -- Part1: Detectors in Curved Spacetimes -- Chapter2. Quantum Field Theory on Curved Spacetimes -- Chapter3. The Unruh-DeWitt Detector and Entanglement Harvesting -- Chapter4. Unruh-DeWitt Detectors in Quotients of Minkowski Space -- Chapter5. Unruh-DeWitt Detectors in (2+1)-dimensional Black Hole Spacetimes -- Part2: Quantum Reference Frames -- Chapter6. Quantum reference frames associated with noncompact groups -- Chapter7. Communication without a shared reference frame -- Part3: Quantizing Time -- Chapter8. The conditional probability interpretation of time This thesis uses the tools of quantum information science to uncover fascinating new insights about the intersection of quantum theory and relativity. It is divided into three self-contained parts, the first of which employs detector models to investigate how the information content of quantum fields depends on spacetime curvature and global spacetime topology. The behavior of Unruh-DeWitt detectors on curved spacetimes are investigated, following which these detectors are used to probe the vacuum state of a scalar field in various topologies. This leads to a generalization of the entanglement harvesting protocol involving detectors in arbitrary curved spacetimes admitting a Wightman function. The second part extends the theory of quantum reference frames to those associated with noncompact groups. Motivated by the pursuit of a relational relativistic quantum theory where the group of reference frames is the Poincaré group, the author then generalizes a communication protocol between two parties lacking a common reference frame to the scenario where the group of transformations of their reference frame is a one-dimensional noncompact Lie group. Finally, the third part, inspired by theories of quantum gravity, generalizes the conditional probability interpretation of time, a proposed mechanism for time to emerge from a fundamentally timeless Universe. While the conditional probability interpretation of time is based upon conditioning a solution to the Wheeler-DeWitt equation on a subsystem of the universe that acts a clock, the author extends this approach to include an interaction between the system being used as a clock and a system whose evolution the clock is tracking | [
"['phy']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Detectors, Reference Frames, and Time
- Document Abstract: Chapter1. Introduction -- Part1: Detectors in Curved Spacetimes -- Chapter2. Quantum Field Theory on Curved Spacetimes -- Chapter3. The Unruh-DeWitt Detector and Entanglement Harvesting -- Chapter4. Unruh-DeWitt Detectors in Quotients of Minkowski Space -- Chapter5. Unruh-DeWitt Detectors in (2+1)-dimensional Black Hole Spacetimes -- Part2: Quantum Reference Frames -- Chapter6. Quantum reference frames associated with noncompact groups -- Chapter7. Communication without a shared reference frame -- Part3: Quantizing Time -- Chapter8. The conditional probability interpretation of time This thesis uses the tools of quantum information science to uncover fascinating new insights about the intersection of quantum theory and relativity. It is divided into three self-contained parts, the first of which employs detector models to investigate how the information content of quantum fields depends on spacetime curvature and global spacetime topology. The behavior of Unruh-DeWitt detectors on curved spacetimes are investigated, following which these detectors are used to probe the vacuum state of a scalar field in various topologies. This leads to a generalization of the entanglement harvesting protocol involving detectors in arbitrary curved spacetimes admitting a Wightman function. The second part extends the theory of quantum reference frames to those associated with noncompact groups. Motivated by the pursuit of a relational relativistic quantum theory where the group of reference frames is the Poincaré group, the author then generalizes a communication protocol between two parties lacking a common reference frame to the scenario where the group of transformations of their reference frame is a one-dimensional noncompact Lie group. Finally, the third part, inspired by theories of quantum gravity, generalizes the conditional probability interpretation of time, a proposed mechanism for time to emerge from a fundamentally timeless Universe. While the conditional probability interpretation of time is based upon conditioning a solution to the Wheeler-DeWitt equation on a subsystem of the universe that acts a clock, the author extends this approach to include an interaction between the system being used as a clock and a system whose evolution the clock is tracking
- Document LIN Search class: ['phy'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A675917476.jsonld | Neue TiO2-Filme mit organisierter Mesoporosität und gezielter Modifizierung als Photokatalysatoren unter sichtbarem Licht | Sol-Gel Chemie, Halbleiter, elektrochemische Abscheidung, Photokatalyse, Methylviologen. - Sol gel chemistry, semiconductor, electrochemical deposition, photocatalysis, methyl viologen | [
"['che']",
"['fer']",
"['cet']",
"['elt']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Neue TiO2-Filme mit organisierter Mesoporosität und gezielter Modifizierung als Photokatalysatoren unter sichtbarem Licht
- Document Abstract: Sol-Gel Chemie, Halbleiter, elektrochemische Abscheidung, Photokatalyse, Methylviologen. - Sol gel chemistry, semiconductor, electrochemical deposition, photocatalysis, methyl viologen
- Document LIN Search class: ['che'], ['fer'], ['cet'], ['elt']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A789309580.jsonld | Molecular diagnosis and pathogenesis of Marfan syndrome and related heritable diseases associated with thoracic aortic aneurysms and dissections | Marfan syndrome, thoracic aortic aneurysms and dissections, FBN1 gene. - Marfan Syndrom, Aorten Aneurysma und Dissektion | [
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Molecular diagnosis and pathogenesis of Marfan syndrome and related heritable diseases associated with thoracic aortic aneurysms and dissections
- Document Abstract: Marfan syndrome, thoracic aortic aneurysms and dissections, FBN1 gene. - Marfan Syndrom, Aorten Aneurysma und Dissektion
- Document LIN Search class: ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A630901309.jsonld | Taiwans "unlösbare" Bildungsprobleme : ein sozio-historischer Klärungsversuch | This study deals with Taiwanese educational history and tendencies starting with the Chinese Emperors and leading up to current ambitions in educational reform. The author focuses on performance pressure among Taiwanese pupils and students, a key problem in Taiwanese education, ever since, that has not been solved in spite of large-scale reforms of the educational framework within the last decades. As the study shows, roots of this problem are to be found in traditional elite notions of performance and rewarding of performance, which guided both educational decision makers and the Taiwanese society in the past and still continues to do so in present days. For the former, it serves to justify an unfair distribution of educational resources, for the latter, it causes hesitation in welcoming new educational alternatives like de-standardized school books or the so called “Multi-Opportunities for School / College Entrance”-program, which was introduced to substitute traditional exams and open up school and college entrance to wider ranges of society. The study concentrates on a thorough analysis of key problems and their historic roots and thus tries to make a contribution to current discussions in educational reform movement in Taiwan. Die vorliegende Arbeit ist eine Studie zur taiwanesischen Bildungsgeschichte mit Blick auf aktuelle Entwicklungen und deren Wurzeln in der Vergangenheit. Im Fokus steht das Problem des hohen Leistungsdrucks auf taiwanesische Schüler und Studenten, das trotz Reformen im Kern nicht gelöst werden konnte. Die Arbeit weist nach, dass die Ursache hierfür in der traditionellen elitären Leistungsideologie zu suchen ist, die nach wie vor das Denken und Handeln der Entscheidungsträger im Bildungswesen, aber auch der taiwanesischen Bevölkerung bestimmt. Sie dient auf der einen Seite zur Rechtfertigung der ungerechten Verteilung von Bildungsressourcen, verhindert auf der anderen aber, dass neue Wege wie die Destandardisierung von Schulbüchern oder das Programm „Multi-Opportunities for School / College Entrance“, das die herkömmlichen Aufnahmeprüfungen ersetzen sollte, in der Bevölkerung angenommen werden. Die Arbeit konzentriert sich auf die Analyse der Grundproblematik und ihrer Ursachen und versucht hierdurch, einen Beitrag zur umstrittenen und noch nicht abgeschlossenen Bildungsreform in Taiwan zu leisten. | [
"['his']",
"['pae']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Taiwans "unlösbare" Bildungsprobleme : ein sozio-historischer Klärungsversuch
- Document Abstract: This study deals with Taiwanese educational history and tendencies starting with the Chinese Emperors and leading up to current ambitions in educational reform. The author focuses on performance pressure among Taiwanese pupils and students, a key problem in Taiwanese education, ever since, that has not been solved in spite of large-scale reforms of the educational framework within the last decades. As the study shows, roots of this problem are to be found in traditional elite notions of performance and rewarding of performance, which guided both educational decision makers and the Taiwanese society in the past and still continues to do so in present days. For the former, it serves to justify an unfair distribution of educational resources, for the latter, it causes hesitation in welcoming new educational alternatives like de-standardized school books or the so called “Multi-Opportunities for School / College Entrance”-program, which was introduced to substitute traditional exams and open up school and college entrance to wider ranges of society. The study concentrates on a thorough analysis of key problems and their historic roots and thus tries to make a contribution to current discussions in educational reform movement in Taiwan. Die vorliegende Arbeit ist eine Studie zur taiwanesischen Bildungsgeschichte mit Blick auf aktuelle Entwicklungen und deren Wurzeln in der Vergangenheit. Im Fokus steht das Problem des hohen Leistungsdrucks auf taiwanesische Schüler und Studenten, das trotz Reformen im Kern nicht gelöst werden konnte. Die Arbeit weist nach, dass die Ursache hierfür in der traditionellen elitären Leistungsideologie zu suchen ist, die nach wie vor das Denken und Handeln der Entscheidungsträger im Bildungswesen, aber auch der taiwanesischen Bevölkerung bestimmt. Sie dient auf der einen Seite zur Rechtfertigung der ungerechten Verteilung von Bildungsressourcen, verhindert auf der anderen aber, dass neue Wege wie die Destandardisierung von Schulbüchern oder das Programm „Multi-Opportunities for School / College Entrance“, das die herkömmlichen Aufnahmeprüfungen ersetzen sollte, in der Bevölkerung angenommen werden. Die Arbeit konzentriert sich auf die Analyse der Grundproblematik und ihrer Ursachen und versucht hierdurch, einen Beitrag zur umstrittenen und noch nicht abgeschlossenen Bildungsreform in Taiwan zu leisten.
- Document LIN Search class: ['his'], ['pae']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1757075348.jsonld | Lutheraltarbilder : kunsthistorische, kirchenhistorische und theologische Betrachtungen zu evangelischen Altären mit Darstellungen Martin Luthers im 16. Jahrhundert | Martin Luther, altar, luther altar pictures, luther altarpieces, Lucas Cranach the younger, reformation, 16th century, protestantism in art Using an interdisciplinary approach, the thesis is devoted to nine 16th-century Protestant altars with images of Martin Luther. With the figure of Luther near to the event of salvation, a universal claim to apostolicity is figuratively raised, which refers to Luther’s work and activity as well as to the Protestant faith. Luther’s image in the Last Supper is identified as a normative pictorial motive and an iconographic speciality. Lucas Cranach the Younger is the source of ideas and a role model with regard to the theological pictorial concepts and the authenticity of the Luther portraits. The functional aspects of altars with Luther pictures are determined - in addition to the liturgical function, by pedagogical-didactic, memorial-representative, confessional-identity-creating and apologetic image tasks. The constitution of the clients shows that Luther altarpieces were not only used for princely representation - but also as a subject of aristocratic and urban representation. Martin Luther, Altar, Lutheraltarbilder, Lutheraltar, Lucas Cranach der Jüngere, Reformation, 16. Jahrhundert, Protestantismus in der Kunst Die Arbeit wählt einen interdisziplinären Zugang zu neun evangelischen Altären des 16. Jahrhunderts mit Darstellungen Martin Luthers. Es zeigt sich, dass mit der Gestalt Luthers in direkter Nähe zum Heilsgeschehen figurativ ein universeller Anspruch auf Apostolizität erhoben wird, der sich auf Luthers Werk und Wirken sowie auf den evangelischen Glauben bezieht. Die Arbeit identifiziert Luthers Bildnis in Abendmahlsdarstellungen dabei als normatives Bildmotiv und ikonografisches Novum und spricht Lucas Cranach d. J. als Ideengeber und Vorbildner an, was die theologischen Bildkonzepte und die Authentizität der Lutherporträts angeht. Die funktionalen Aspekte von Altären mit Lutherdarstellungen werden - neben der liturgischen Funktion innerhalb der gottesdienstlichen Handlung - bestimmt von pädagogisch-didaktischen, memorial-repräsentativen, konfessionell-identitätsstiftenden und apologetischen Bildnisaufgaben. Die Verfasstheit der Auftraggeber zeigt, dass Lutheraltarbilder nicht nur der fürstlichen Herrschaftsrepräsentation dienten, sondern auch als Sujet adliger und städtischer Repräsentation. | [
"['rest']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Lutheraltarbilder : kunsthistorische, kirchenhistorische und theologische Betrachtungen zu evangelischen Altären mit Darstellungen Martin Luthers im 16. Jahrhundert
- Document Abstract: Martin Luther, altar, luther altar pictures, luther altarpieces, Lucas Cranach the younger, reformation, 16th century, protestantism in art Using an interdisciplinary approach, the thesis is devoted to nine 16th-century Protestant altars with images of Martin Luther. With the figure of Luther near to the event of salvation, a universal claim to apostolicity is figuratively raised, which refers to Luther’s work and activity as well as to the Protestant faith. Luther’s image in the Last Supper is identified as a normative pictorial motive and an iconographic speciality. Lucas Cranach the Younger is the source of ideas and a role model with regard to the theological pictorial concepts and the authenticity of the Luther portraits. The functional aspects of altars with Luther pictures are determined - in addition to the liturgical function, by pedagogical-didactic, memorial-representative, confessional-identity-creating and apologetic image tasks. The constitution of the clients shows that Luther altarpieces were not only used for princely representation - but also as a subject of aristocratic and urban representation. Martin Luther, Altar, Lutheraltarbilder, Lutheraltar, Lucas Cranach der Jüngere, Reformation, 16. Jahrhundert, Protestantismus in der Kunst Die Arbeit wählt einen interdisziplinären Zugang zu neun evangelischen Altären des 16. Jahrhunderts mit Darstellungen Martin Luthers. Es zeigt sich, dass mit der Gestalt Luthers in direkter Nähe zum Heilsgeschehen figurativ ein universeller Anspruch auf Apostolizität erhoben wird, der sich auf Luthers Werk und Wirken sowie auf den evangelischen Glauben bezieht. Die Arbeit identifiziert Luthers Bildnis in Abendmahlsdarstellungen dabei als normatives Bildmotiv und ikonografisches Novum und spricht Lucas Cranach d. J. als Ideengeber und Vorbildner an, was die theologischen Bildkonzepte und die Authentizität der Lutherporträts angeht. Die funktionalen Aspekte von Altären mit Lutherdarstellungen werden - neben der liturgischen Funktion innerhalb der gottesdienstlichen Handlung - bestimmt von pädagogisch-didaktischen, memorial-repräsentativen, konfessionell-identitätsstiftenden und apologetischen Bildnisaufgaben. Die Verfasstheit der Auftraggeber zeigt, dass Lutheraltarbilder nicht nur der fürstlichen Herrschaftsrepräsentation dienten, sondern auch als Sujet adliger und städtischer Repräsentation.
- Document LIN Search class: ['rest']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1669092968.jsonld | Metamaterial devices | Digital fabrication machines such as 3D printers excel at producing arbitrary shapes, such as for decorative objects. In recent years, researchers started to engineer not only the outer shape of objects, but also their internal microstructure. Such objects, typically based on 3D cell grids, are known as metamaterials. Metamaterials have been used to create materials that, e.g., change their volume, or have variable compliance. While metamaterials were initially understood as materials, we propose to think of them as devices. We argue that thinking of metamaterials as devices enables us to create internal structures that offer functionalities to implement an input-process-output model without electronics, but purely within the material’s internal structure. In this thesis, we investigate three aspects of such metamaterial devices that implement parts of the input-process-output model: (1) materials that process analog inputs by implementing mechanisms based on their microstructure, (2) that process digital signals by embedding… | [
"['fer']",
"['elt']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Metamaterial devices
- Document Abstract: Digital fabrication machines such as 3D printers excel at producing arbitrary shapes, such as for decorative objects. In recent years, researchers started to engineer not only the outer shape of objects, but also their internal microstructure. Such objects, typically based on 3D cell grids, are known as metamaterials. Metamaterials have been used to create materials that, e.g., change their volume, or have variable compliance. While metamaterials were initially understood as materials, we propose to think of them as devices. We argue that thinking of metamaterials as devices enables us to create internal structures that offer functionalities to implement an input-process-output model without electronics, but purely within the material’s internal structure. In this thesis, we investigate three aspects of such metamaterial devices that implement parts of the input-process-output model: (1) materials that process analog inputs by implementing mechanisms based on their microstructure, (2) that process digital signals by embedding…
- Document LIN Search class: ['fer'], ['elt'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1757590749.jsonld | In vitro-Untersuchungen zur Eignung nanofibrillärer Peptid-Hydrogele für die Behandlung von Parodontitis | Within this PhD project, β-sheet forming SAP systems were investigated for their hydrogel properties, their influence on cell response, their intrinsic antimicrobial activity and their antibiotic delivery potential. Overall, this thesis showed that P11-SAP hydrogels possess a number of properties that are necessary to develop them into potential candidates in novel therapeutic strategies for the treatment of periodontitis.<eng> Im Rahmen dieser Promotionsarbeit wurden β-Faltblatt-bildende SSP-Systeme auf ihre Hydrogeleigenschaften, ihren Einfluss auf die Zellreaktion, ihre intrinsische antimikrobielle Aktivität und ihr Antibiotika-Freisetzungspotential untersucht. Insgesamt ergab diese Promotionsarbeit, dass P11-SSP-Hydrogele eine Reihe von Eigenschaften besitzen, welche erforderlich sind, um sie zu potentiellen Kandidaten im Rahmen neuartiger therapeutischer Strategien für die Behandlung der Parodontitis weiterzuentwickeln.<ger> | [
"['che']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: In vitro-Untersuchungen zur Eignung nanofibrillärer Peptid-Hydrogele für die Behandlung von Parodontitis
- Document Abstract: Within this PhD project, β-sheet forming SAP systems were investigated for their hydrogel properties, their influence on cell response, their intrinsic antimicrobial activity and their antibiotic delivery potential. Overall, this thesis showed that P11-SAP hydrogels possess a number of properties that are necessary to develop them into potential candidates in novel therapeutic strategies for the treatment of periodontitis.<eng> Im Rahmen dieser Promotionsarbeit wurden β-Faltblatt-bildende SSP-Systeme auf ihre Hydrogeleigenschaften, ihren Einfluss auf die Zellreaktion, ihre intrinsische antimikrobielle Aktivität und ihr Antibiotika-Freisetzungspotential untersucht. Insgesamt ergab diese Promotionsarbeit, dass P11-SSP-Hydrogele eine Reihe von Eigenschaften besitzen, welche erforderlich sind, um sie zu potentiellen Kandidaten im Rahmen neuartiger therapeutischer Strategien für die Behandlung der Parodontitis weiterzuentwickeln.<ger>
- Document LIN Search class: ['che'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A797023739.jsonld | Biosensing for the analysis of raw milk | Biosensor, Lab on a chip, immunoassay, fluorescence, SU-8, epoxy groups, photolithography, raw milk. - Appropriate methods for monitoring raw milk in food sectors are required in order to prevent health-related issues from consuming milk or fermented dairy products such as cheese and yogurt. Conventional systems used for this purpose require sophisticated instruments, highly technical staff and several days to yield an estimated contaminant concentration profile. Currently, there is no technology available for fast and sensitive identification of unwanted substances that evidences several concentration levels in raw milk. As a contribution to the progress of innovative biochemical sensing systems, this thesis presents the design, development and construction of a prototype, which combines the expertise of sensitive immunoassay process with micro total analysis system (µTAS) to identify specific compounds encountered in raw milk. Since the concept of µTAS appeared, the development of microfluidic devices and their application have increased enormously. Microfluidic devices offer a highly efficient platform for analysis of biomolecules due to the capacity for manipulating small amounts of liquid quickly and with high precision. Particle size estimation, particle separation, cell collection, manipulation and cell detection are some of many functions which could be performed through microfluidic systems. Based on these advantages, microfluidic devices in combination with an associated immunoassay system were used in the prototype to concentrate contamination patterns or specific compounds encountered in raw milk. The NANODETECT prototype developed in this thesis should provide an economic, efficient and sensitive platform for multicomponent detection of specific substances in raw milk without requiring sophisticated instruments and trained staff. This thesis was performed for the European project NANODETECT (Development of nanosensors for the detection of quality parameters along the food chain) funded by European Commission within the 7th framework program. | [
"['cet']",
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Biosensing for the analysis of raw milk
- Document Abstract: Biosensor, Lab on a chip, immunoassay, fluorescence, SU-8, epoxy groups, photolithography, raw milk. - Appropriate methods for monitoring raw milk in food sectors are required in order to prevent health-related issues from consuming milk or fermented dairy products such as cheese and yogurt. Conventional systems used for this purpose require sophisticated instruments, highly technical staff and several days to yield an estimated contaminant concentration profile. Currently, there is no technology available for fast and sensitive identification of unwanted substances that evidences several concentration levels in raw milk. As a contribution to the progress of innovative biochemical sensing systems, this thesis presents the design, development and construction of a prototype, which combines the expertise of sensitive immunoassay process with micro total analysis system (µTAS) to identify specific compounds encountered in raw milk. Since the concept of µTAS appeared, the development of microfluidic devices and their application have increased enormously. Microfluidic devices offer a highly efficient platform for analysis of biomolecules due to the capacity for manipulating small amounts of liquid quickly and with high precision. Particle size estimation, particle separation, cell collection, manipulation and cell detection are some of many functions which could be performed through microfluidic systems. Based on these advantages, microfluidic devices in combination with an associated immunoassay system were used in the prototype to concentrate contamination patterns or specific compounds encountered in raw milk. The NANODETECT prototype developed in this thesis should provide an economic, efficient and sensitive platform for multicomponent detection of specific substances in raw milk without requiring sophisticated instruments and trained staff. This thesis was performed for the European project NANODETECT (Development of nanosensors for the detection of quality parameters along the food chain) funded by European Commission within the 7th framework program.
- Document LIN Search class: ['cet'], ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A374642613.jsonld | Eignung des Chroma-Boden-Tests zur Bestimmung von Kompostqualität und Rottegrad | Quality monitoring of composts is cost intensive due to the necessary application of numerous methods. In search of a simple, quick and low-cost test which would be easily applicable in practice, the suitability of the Chroma-Soil-Test was explored on a great variety of composts. For correlation with commonly used methods several tests for pH, organic matter content, C/N ratio, mineralised nitrogen and self heating were carried out during the decomposition of the composts. Infrared spectroscopy and other methods were applied to determine the qualitative development of organic substance. The correlation between the results of the analysis and the differentiated visual elements of the chromatograms showed that in particular the colour of the outer zone and the emerging cloud like sediments allow to draw instantly recognizable conclusions with regard to the compost quality. Applying the method accurately, the Chroma-Soil-Test allows the user to quickly gain an insight into the quality of the ongoing composting process and can facilitate a quick estimation with regard to risks in using mature composts. <engl.> Die Qualitätsüberprüfung von Komposten ist durch die notwendige Anwendung einer Vielzahl an Methoden aufwendig und kostspielig. Mit dem Ziel, einen einfachen, kostengünstigen und schnellen Test für die Praxis zu etablieren, wurde die Tauglichkeit des Chroma-Boden-Testes an einer Vielzahl unterschiedlicher Komposte untersucht. Zur Korrelation mit praxisüblichen Methoden wurden im Verlauf des Rotteprozesses zudem mehrfach Untersuchungen bezüglich pH-Wert, Glühverlust, C/N, Nmin sowie Selbsterhitzung durchgeführt. IR-Spektroskopie und Messung der laugelöslichen Huminstoffe dienten zur Feststellung der qualitativen Entwicklung der organischen Substanz. Die Korrelation der Analysenergebnisse mit den differenzierten Bildelementen der Chromatogramme ergab, dass insbesondere die Farbe der äußeren Zone und die sich hier bildenden wolkenartigen Ablagerungen deutliche Rückschlüsse auf die Kompostqualität zulassen. Bei sorgfältiger Handhabung der Methode kann der Chroma-Boden-Test als Summenparameter einen raschen Einblick in die Qualität des laufenden Kompostierungsprozesses sowie auch eine schnelle Einschätzung des Anwendungsrisikos von Fertigkomposten liefern. <dt.> | [
"['che']",
"['cet']",
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Eignung des Chroma-Boden-Tests zur Bestimmung von Kompostqualität und Rottegrad
- Document Abstract: Quality monitoring of composts is cost intensive due to the necessary application of numerous methods. In search of a simple, quick and low-cost test which would be easily applicable in practice, the suitability of the Chroma-Soil-Test was explored on a great variety of composts. For correlation with commonly used methods several tests for pH, organic matter content, C/N ratio, mineralised nitrogen and self heating were carried out during the decomposition of the composts. Infrared spectroscopy and other methods were applied to determine the qualitative development of organic substance. The correlation between the results of the analysis and the differentiated visual elements of the chromatograms showed that in particular the colour of the outer zone and the emerging cloud like sediments allow to draw instantly recognizable conclusions with regard to the compost quality. Applying the method accurately, the Chroma-Soil-Test allows the user to quickly gain an insight into the quality of the ongoing composting process and can facilitate a quick estimation with regard to risks in using mature composts. <engl.> Die Qualitätsüberprüfung von Komposten ist durch die notwendige Anwendung einer Vielzahl an Methoden aufwendig und kostspielig. Mit dem Ziel, einen einfachen, kostengünstigen und schnellen Test für die Praxis zu etablieren, wurde die Tauglichkeit des Chroma-Boden-Testes an einer Vielzahl unterschiedlicher Komposte untersucht. Zur Korrelation mit praxisüblichen Methoden wurden im Verlauf des Rotteprozesses zudem mehrfach Untersuchungen bezüglich pH-Wert, Glühverlust, C/N, Nmin sowie Selbsterhitzung durchgeführt. IR-Spektroskopie und Messung der laugelöslichen Huminstoffe dienten zur Feststellung der qualitativen Entwicklung der organischen Substanz. Die Korrelation der Analysenergebnisse mit den differenzierten Bildelementen der Chromatogramme ergab, dass insbesondere die Farbe der äußeren Zone und die sich hier bildenden wolkenartigen Ablagerungen deutliche Rückschlüsse auf die Kompostqualität zulassen. Bei sorgfältiger Handhabung der Methode kann der Chroma-Boden-Test als Summenparameter einen raschen Einblick in die Qualität des laufenden Kompostierungsprozesses sowie auch eine schnelle Einschätzung des Anwendungsrisikos von Fertigkomposten liefern. <dt.>
- Document LIN Search class: ['che'], ['cet'], ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1678889261.jsonld | Personalized ambient parameters monitoring : design and implementing of a wrist-worn prototype for hazardous gases and sound level detection | The concentration is on “3D space utilization” as the concept and infrastructure of designing of a wearable in ambient parameters monitoring. This strategy is implemented according to “multi-layer” approach. In this approach, each group of parameters from the same category is monitored by a modular physical layer enriched with the respected sensors. Depending on the number of parameters and layers, each physical layer is located on top of another. The intention is to implement a device for “everyone in everywhere for everything”.<eng> | [
"['inf']",
"['elt']",
"['med']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Personalized ambient parameters monitoring : design and implementing of a wrist-worn prototype for hazardous gases and sound level detection
- Document Abstract: The concentration is on “3D space utilization” as the concept and infrastructure of designing of a wearable in ambient parameters monitoring. This strategy is implemented according to “multi-layer” approach. In this approach, each group of parameters from the same category is monitored by a modular physical layer enriched with the respected sensors. Depending on the number of parameters and layers, each physical layer is located on top of another. The intention is to implement a device for “everyone in everywhere for everything”.<eng>
- Document LIN Search class: ['inf'], ['elt'], ['med'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1738028402.jsonld | "Gebt mir eine Wand" : Max Klingers öffentliche Wandmalereiprojekte : ein Beitrag zur Monumentalmalerei im Deutschen Kaiserreich : mit einem Katalog der Vorarbeiten (Skizzen, Studien, Kartonfragmente) | With the mural paintings in the auditorium of the University of Leipzig, in the city councillors’ assembly hall of the New Town Hall in Chemnitz as well as the unrealised painting of the staircase in the Museum of Visual Arts in Leipzig, Conny Dietrich for the first time addresses the so far neglected group of works of German artist Max Klinger (1857–1920). In her comprehensive study the renowned Klinger expert describes his path to mural painting, portrays the making of the three projects, analyses them in depth and puts them in the context of monumental painting in the German Empire. The study is based upon extensive source materials and is a major contribution to the history of mural painting in the years of the emergence of modernity. Der Leipziger Künstler Max Klinger (1857–1920) gehört unbestritten zu den wichtigsten Erneuerern der grafischen Kunst. Sein eigentliches künstlerisches Ziel aber war die Wandmalerei. Mit den beiden Wandgemälden in der Aula der Universität Leipzig und im Stadtverordnetensaal des Neuen Rathauses in Chemnitz sowie der nicht realisierten Ausmalung des Treppenhauses im Museum der bildenden Künste Leipzig widmet sich die ausgewiesene Klinger-Expertin Conny Dietrich erstmals dieser bislang wenig beachteten Werkgruppe. In ihrer umfassenden kunsthistorischen Studie schildert sie ausführlich Klingers Weg zur Wandmalerei, zeichnet die langjährigen Genesen der drei Projekte nach, untersucht sie in eingehenden Werkanalysen und stellt sie in den Kontext der Monumentalmalerei im Deutschen Kaiserreich. Die auf umfangreichem Quellenmaterial basierende Arbeit liefert einen bedeutenden Beitrag zur Geschichte der Wandmalerei in den Jahren der Herausbildung der Moderne, in denen Klingers Projekte als Versuche zur Erneuerung dieser Gattung angesehen werden können. | [
"['rest']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: "Gebt mir eine Wand" : Max Klingers öffentliche Wandmalereiprojekte : ein Beitrag zur Monumentalmalerei im Deutschen Kaiserreich : mit einem Katalog der Vorarbeiten (Skizzen, Studien, Kartonfragmente)
- Document Abstract: With the mural paintings in the auditorium of the University of Leipzig, in the city councillors’ assembly hall of the New Town Hall in Chemnitz as well as the unrealised painting of the staircase in the Museum of Visual Arts in Leipzig, Conny Dietrich for the first time addresses the so far neglected group of works of German artist Max Klinger (1857–1920). In her comprehensive study the renowned Klinger expert describes his path to mural painting, portrays the making of the three projects, analyses them in depth and puts them in the context of monumental painting in the German Empire. The study is based upon extensive source materials and is a major contribution to the history of mural painting in the years of the emergence of modernity. Der Leipziger Künstler Max Klinger (1857–1920) gehört unbestritten zu den wichtigsten Erneuerern der grafischen Kunst. Sein eigentliches künstlerisches Ziel aber war die Wandmalerei. Mit den beiden Wandgemälden in der Aula der Universität Leipzig und im Stadtverordnetensaal des Neuen Rathauses in Chemnitz sowie der nicht realisierten Ausmalung des Treppenhauses im Museum der bildenden Künste Leipzig widmet sich die ausgewiesene Klinger-Expertin Conny Dietrich erstmals dieser bislang wenig beachteten Werkgruppe. In ihrer umfassenden kunsthistorischen Studie schildert sie ausführlich Klingers Weg zur Wandmalerei, zeichnet die langjährigen Genesen der drei Projekte nach, untersucht sie in eingehenden Werkanalysen und stellt sie in den Kontext der Monumentalmalerei im Deutschen Kaiserreich. Die auf umfangreichem Quellenmaterial basierende Arbeit liefert einen bedeutenden Beitrag zur Geschichte der Wandmalerei in den Jahren der Herausbildung der Moderne, in denen Klingers Projekte als Versuche zur Erneuerung dieser Gattung angesehen werden können.
- Document LIN Search class: ['rest']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A716027356.jsonld | Hydrodynamische Modellierung anisothermer Argonplasmen | Hydrodynamic models and numerical methods are analysed and applied for the theoretical description of non-isothermal argon plasmas. A new four-moment model as well as a new drift-diffusion model for the electron component is derived. Heavy particles are described by means of a two-moment model and a drift-diffusion model, respectively. The self-consistent electric field is determined by Poisson's equation. It is pointed out that the fluid models are applicable for the analysis of nonlocal electron transport phenomena. New flux-corrected-transport methods based on the finite-difference method as well as the finite-element method are developed. These methods are applied for the discretization of the moment equations. The discretization of the drift-diffusion models is performed by means of the Scharfetter-Gummel method. In order to support experimental investigations, a low pressure abnormal glow discharge, a rf discharge at low pressure, a pulsed atmospheric pressure glow discharge as well as a dielectric barrier discharge at atmospheric pressure are analysed theoretically. It is shown that experimentally observed striations are caused by the long lifetime of metastable argon atoms. Atmosphärendruckplasma, Nichtisothermisches Plasma, Mathematische Modellierung, FCT-Verfahren, Drift-Diffusions-Modell | [
"['phy']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Hydrodynamische Modellierung anisothermer Argonplasmen
- Document Abstract: Hydrodynamic models and numerical methods are analysed and applied for the theoretical description of non-isothermal argon plasmas. A new four-moment model as well as a new drift-diffusion model for the electron component is derived. Heavy particles are described by means of a two-moment model and a drift-diffusion model, respectively. The self-consistent electric field is determined by Poisson's equation. It is pointed out that the fluid models are applicable for the analysis of nonlocal electron transport phenomena. New flux-corrected-transport methods based on the finite-difference method as well as the finite-element method are developed. These methods are applied for the discretization of the moment equations. The discretization of the drift-diffusion models is performed by means of the Scharfetter-Gummel method. In order to support experimental investigations, a low pressure abnormal glow discharge, a rf discharge at low pressure, a pulsed atmospheric pressure glow discharge as well as a dielectric barrier discharge at atmospheric pressure are analysed theoretically. It is shown that experimentally observed striations are caused by the long lifetime of metastable argon atoms. Atmosphärendruckplasma, Nichtisothermisches Plasma, Mathematische Modellierung, FCT-Verfahren, Drift-Diffusions-Modell
- Document LIN Search class: ['phy'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1653798521.jsonld | Food and nutrition (in-)security in the Caribbean : the double burden of food import dependency and health risks | In the past decades, the independent English-speaking Caribbean countries were able to integrate into global markets, experiencing rapid economic growth and an overall positive socio-economic development. However, environmental and economic shocks such as the global economic, financial and food crisis showed that the countries’ socio-economic structures were still vulnerable. Import dependency, decreasing exports, changing consumption patterns, and the epidemic of Non-communicable Diseases are the most severe consequences.This book assesses the Food and Nutrition (In-)Security situation of the Caribbean and highlights the significant differences as well as similarities between 13 countries. A detailed analysis of causes and consequences of the main identified problems in the Caribbean, an unsustainable high food import bill and increasing prevalence of nutrition related diseases, gives impetus for a discussion on differentiated approaches to solve a complex and urgent problem. In den letzten Dekaden haben sich die englisch-sprachigen Länder der Karibik in globale Märkte integriert und gleichzeitig ein rapides Wirtschaftswachstum sowie eine positive sozio-ökonomische Entwicklung erfahren. Dennoch haben Naturkatastrophen sowie globale Wirtschafts-, Finanz- und Lebensmittelkrisen gezeigt, dass ihre sozio-ökonomischen Strukturen dennoch sehr verwundbar sind. Letztlich hat dies zu Importabhängigkeit, abnehmenden Exporten, veränderte Konsummuster und zu chronischen Krankheiten geführt.Die Arbeit untersucht die Food and Nutrition (In-)Security Situation in 13 karibischen Ländern und stellt insbesondere deren Unterschiede und Gemeinsamkeiten heraus. Eine detaillierte Analyse der Ursachen und Folgen der identifizierten Probleme: die unhaltbaren Importausgaben für Nahrungsmittel und die vermehrte Prävalenz ernährungsbedingter Krankheiten, gibt einen neuen Anstoß für eine Diskussion über differenzierte Maßnahmen, um dieses komplexe und dringende Problem zu lösen. | [
"['hor']",
"['oek']",
"['geo']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Food and nutrition (in-)security in the Caribbean : the double burden of food import dependency and health risks
- Document Abstract: In the past decades, the independent English-speaking Caribbean countries were able to integrate into global markets, experiencing rapid economic growth and an overall positive socio-economic development. However, environmental and economic shocks such as the global economic, financial and food crisis showed that the countries’ socio-economic structures were still vulnerable. Import dependency, decreasing exports, changing consumption patterns, and the epidemic of Non-communicable Diseases are the most severe consequences.This book assesses the Food and Nutrition (In-)Security situation of the Caribbean and highlights the significant differences as well as similarities between 13 countries. A detailed analysis of causes and consequences of the main identified problems in the Caribbean, an unsustainable high food import bill and increasing prevalence of nutrition related diseases, gives impetus for a discussion on differentiated approaches to solve a complex and urgent problem. In den letzten Dekaden haben sich die englisch-sprachigen Länder der Karibik in globale Märkte integriert und gleichzeitig ein rapides Wirtschaftswachstum sowie eine positive sozio-ökonomische Entwicklung erfahren. Dennoch haben Naturkatastrophen sowie globale Wirtschafts-, Finanz- und Lebensmittelkrisen gezeigt, dass ihre sozio-ökonomischen Strukturen dennoch sehr verwundbar sind. Letztlich hat dies zu Importabhängigkeit, abnehmenden Exporten, veränderte Konsummuster und zu chronischen Krankheiten geführt.Die Arbeit untersucht die Food and Nutrition (In-)Security Situation in 13 karibischen Ländern und stellt insbesondere deren Unterschiede und Gemeinsamkeiten heraus. Eine detaillierte Analyse der Ursachen und Folgen der identifizierten Probleme: die unhaltbaren Importausgaben für Nahrungsmittel und die vermehrte Prävalenz ernährungsbedingter Krankheiten, gibt einen neuen Anstoß für eine Diskussion über differenzierte Maßnahmen, um dieses komplexe und dringende Problem zu lösen.
- Document LIN Search class: ['hor'], ['oek'], ['geo']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A79921437X.jsonld | Prozesssimulation biologischer Abbauprozesse im Bereich der Abfallwirtschaft | Extensive scientific works were carried out in the field of treatment and utilization of waste. Aim of the work was to develop a simulation model which summarizes this knowledge and integrates it in a computer software. In the simulation model, the most important aerobic and anaerobic microbiological as well as chemical, biochemical and physical processes and effects were considered, provided that these could be generalized and mathematically described. The graphic programming system LabVIEW 7.0 of National Instruments was used for the programming of the complex simulation software. The developed software contains more than 50 loops and allows expansions and integrations, e.g. for updates of model parts and for consideration of further special questions. It allows as well the future integration of tasks in the field of measurement technology and control engineering. The possible applications of the simulation software are manifold. The simulation program can support planning and operation of waste treatment systems. It is also usable for waste treatment optimizations in research and practice. Furthermore the software is usable for forecasts and for education. Es existieren umfangreiche wissenschaftliche Arbeiten, die sich mit der Behandlung oder Verwertung von Abfällen mit biogenen Anteilen beschäftigen. Dieses Wissen in einem Computerprogramm anhand eines Simulationsmodells zusammenfassend darstellbar und somit auch für andere Anwendungen nutzbar zu machen, war das Ziel dieser Arbeit. Berücksichtigt wurden die wesentlichen aeroben und anaeroben mikrobiologischen, chemischen und biochemischen Prozesse, aber auch physikalische Einflüsse, sofern diese verallgemeinert werden können. Die Verwendung des graphischen Programmiersystems LabVIEW 7.0 von National Instruments für die Programmierung dieser komplexen Simulationssoftware mit mehr als 50 Iterationsschleifen lässt Erweiterungen und Integrationen weiterer spezieller Fragestellungen bis hin zu mess- und regeltechnischen Aufgaben zu. Hilfreich ist das Simulationsmodell für den Betrieb und für die Planung von Abfallbehandlungsanlagen, für Verfahrensoptimierungen und Prognosen und für Ausbildungszwecke. | [
"['cet']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Prozesssimulation biologischer Abbauprozesse im Bereich der Abfallwirtschaft
- Document Abstract: Extensive scientific works were carried out in the field of treatment and utilization of waste. Aim of the work was to develop a simulation model which summarizes this knowledge and integrates it in a computer software. In the simulation model, the most important aerobic and anaerobic microbiological as well as chemical, biochemical and physical processes and effects were considered, provided that these could be generalized and mathematically described. The graphic programming system LabVIEW 7.0 of National Instruments was used for the programming of the complex simulation software. The developed software contains more than 50 loops and allows expansions and integrations, e.g. for updates of model parts and for consideration of further special questions. It allows as well the future integration of tasks in the field of measurement technology and control engineering. The possible applications of the simulation software are manifold. The simulation program can support planning and operation of waste treatment systems. It is also usable for waste treatment optimizations in research and practice. Furthermore the software is usable for forecasts and for education. Es existieren umfangreiche wissenschaftliche Arbeiten, die sich mit der Behandlung oder Verwertung von Abfällen mit biogenen Anteilen beschäftigen. Dieses Wissen in einem Computerprogramm anhand eines Simulationsmodells zusammenfassend darstellbar und somit auch für andere Anwendungen nutzbar zu machen, war das Ziel dieser Arbeit. Berücksichtigt wurden die wesentlichen aeroben und anaeroben mikrobiologischen, chemischen und biochemischen Prozesse, aber auch physikalische Einflüsse, sofern diese verallgemeinert werden können. Die Verwendung des graphischen Programmiersystems LabVIEW 7.0 von National Instruments für die Programmierung dieser komplexen Simulationssoftware mit mehr als 50 Iterationsschleifen lässt Erweiterungen und Integrationen weiterer spezieller Fragestellungen bis hin zu mess- und regeltechnischen Aufgaben zu. Hilfreich ist das Simulationsmodell für den Betrieb und für die Planung von Abfallbehandlungsanlagen, für Verfahrensoptimierungen und Prognosen und für Ausbildungszwecke.
- Document LIN Search class: ['cet']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1840607033.jsonld | Aspects of holography and higher spins in three-dimensional asymptotically flat spacetimes | This thesis deals with the application of the holographic principle to asymptotically flat spacetimes in three dimensions, with a particular focus on higher-spin generalisations of Einstein gravity. The inquiry about different examples of holographic theories apart from well-studied AdS/CFT implementations, in particular such models that include (quantum) gravitational theories relevant to observable physics, is an imperative step towards a broadened understanding of the overall applicability of the holographic principle. Simultaneously, the existence of non-trivially interacting higher-spin theories in flat spacetimes poses an interesting question on itself. | [
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Aspects of holography and higher spins in three-dimensional asymptotically flat spacetimes
- Document Abstract: This thesis deals with the application of the holographic principle to asymptotically flat spacetimes in three dimensions, with a particular focus on higher-spin generalisations of Einstein gravity. The inquiry about different examples of holographic theories apart from well-studied AdS/CFT implementations, in particular such models that include (quantum) gravitational theories relevant to observable physics, is an imperative step towards a broadened understanding of the overall applicability of the holographic principle. Simultaneously, the existence of non-trivially interacting higher-spin theories in flat spacetimes poses an interesting question on itself.
- Document LIN Search class: ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A894976281.jsonld | Electoral system, fiscal rule and form of government : case studies in political economics | Abstract: Political instutions are rules of the game. Rules that guide the behaviour of politicians and officials. Thus, political institutions may have far-reaching consequences and scholars as well as practitioners would like to learn more about how political institutions work and what the effects are. Among others they want to know whether political institutions are effective in guiding the behaviour of politicians.<br><br>To this section 3 uncovers the effectiveness of the Swiss debt brake which requires the balance of the budget. We find that the introduction of this fiscal rule improved the cyclically adjusted budget balance by about 3.6 percentage points on average in a post-intervention period covering five years.<br><br>While fiscal rules usually are implemented to affect government spending political institutions<br>in the form of the electoral rule or the form of government usually are altered to affect political variables like the number of parties in parliament or the leeway in decision-making of regions within a country. Nevertheless, electoral system changes or alterations of the form of government may (unwittingly) impact on economic variables like government spending or economic growth.<br><br>Section 2 thus captures several changes of the electoral system. Where Japan and New Zealand switched from a majoritarian rule to a mixed-member electoral system in 1996, Italy switched from a proportional rule to a mixed-member electoral system in 1994. In 2006 Italy switched back to a proportional rule. I find an effect on the overall level of spending in the range of 2.13 to 3.36 percentage points. However, the treatment effect is either poorly statistically significant or insignificant. I find a clear significant effect on social spending in New Zealand but not in Japan and Italy.<br><br>Section 4 uncovers the growth effect of federalism reforms in Belgium at the national level as well as for Flanders and Wallonia (regional level). We find a small positive growth effect of the 1989 reform in Flanders. Regarding the 1993 reform we find small negative growth effects at the national level, in Flanders and in Wallonia. Finally, we do not find a growth effect of the 2001 reform at the national level but a small negative growth effect in Flanders and in Wallonia. The results are statistically insignificant | [
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Electoral system, fiscal rule and form of government : case studies in political economics
- Document Abstract: Abstract: Political instutions are rules of the game. Rules that guide the behaviour of politicians and officials. Thus, political institutions may have far-reaching consequences and scholars as well as practitioners would like to learn more about how political institutions work and what the effects are. Among others they want to know whether political institutions are effective in guiding the behaviour of politicians.<br><br>To this section 3 uncovers the effectiveness of the Swiss debt brake which requires the balance of the budget. We find that the introduction of this fiscal rule improved the cyclically adjusted budget balance by about 3.6 percentage points on average in a post-intervention period covering five years.<br><br>While fiscal rules usually are implemented to affect government spending political institutions<br>in the form of the electoral rule or the form of government usually are altered to affect political variables like the number of parties in parliament or the leeway in decision-making of regions within a country. Nevertheless, electoral system changes or alterations of the form of government may (unwittingly) impact on economic variables like government spending or economic growth.<br><br>Section 2 thus captures several changes of the electoral system. Where Japan and New Zealand switched from a majoritarian rule to a mixed-member electoral system in 1996, Italy switched from a proportional rule to a mixed-member electoral system in 1994. In 2006 Italy switched back to a proportional rule. I find an effect on the overall level of spending in the range of 2.13 to 3.36 percentage points. However, the treatment effect is either poorly statistically significant or insignificant. I find a clear significant effect on social spending in New Zealand but not in Japan and Italy.<br><br>Section 4 uncovers the growth effect of federalism reforms in Belgium at the national level as well as for Flanders and Wallonia (regional level). We find a small positive growth effect of the 1989 reform in Flanders. Regarding the 1993 reform we find small negative growth effects at the national level, in Flanders and in Wallonia. Finally, we do not find a growth effect of the 2001 reform at the national level but a small negative growth effect in Flanders and in Wallonia. The results are statistically insignificant
- Document LIN Search class: ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A778753018.jsonld | Die Entwicklung der Entwicklungsregulation. Funktionalität, Entwicklung und Entwicklungsbedingungen akkommodativer Regulation im Kindes- & Jugendalter | Despite blocked goals, problems and negative life events, most individuals develop healthily and shape their own lives actively. Here, in particular, the use of coping mechanisms helps the individual to overcome burdensome obstacles. One form of coping, accommodative processes, becomes relevant when a problem can not be solved through active problem solving. Accommodative processes help the individual to detach from the old goal and substitute it with new goals, see positive aspects in a burdensome situation or make downward comparisons. Several studies with adult samples have shown that accommodative processes have a protective influence on psychological health. Until now, however, there has been no evidence on the functionality of, the development of, and the developmental conditions facilitating accommodative processes in childhood and adolescence. Even evidence from research on coping in childhood and adolescence, which has investigated related coping mechanisms, has only provided a few suggestions of these questions. The research program presented here focuses on questions on related constructs in coping research, functionality, development, individual differences, and developmental conditions of accommodative regulation in childhood and adolescence and investigates them in various studies. On the one hand, the results advance knowledge on a theoretical level, as they bring new insights for lifespan psychology and coping research in childhood and adolescence. On the other hand, they stimulate new perspectives on an applied level, as the prospective support of developmental conditions facilitating accommodative regulation processes could contribute to successful development in each individual. Trotz Zielblockaden, Problemen und kritischen Lebensereignissen gelingt es den meisten Menschen, sich gesund weiterzuentwickeln und ihr Leben zu gestalten. Dabei unterstützt insbesondere der Einsatz verschiedenster Copingfähigkeiten das Individuum dabei, die belastenden Problemlagen zu überwinden. Eine Form der Regulation bilden akkommodative Prozesse, die insbesondere relevant werden, wenn ein Problem nicht mehr durch aktives Handeln gelöst werden kann. Sie unterstützen das Individuum dabei, sich von alten Zielen zu lösen und diese durch neue zu ersetzen, positive Aspekte in der belastenden Situation zu sehen oder Abwärtsvergleiche vorzunehmen. In verschiedenen Studien mit erwachsenen Stichproben haben sich akkommodative Prozesse als protektiv für die psychische Gesundheit erwiesen. Für das Kindes- und Jugendalter liegen bisher jedoch noch keine Befunde vor: Es existieren weder Erkenntnisse zur Funktionalität, noch zur Entwicklung oder gar zu den Entwicklungsbedingungen akkommodativer Prozesse. Erkenntnisse zu verwandten Copingfähigkeiten, die aus der Copingforschung im Kindes- und Jugendalter stammen, können nur wenige Hinweise zu diesen Fragen liefern. Das hier dargestellte Forschungsprogramm widmet sich daher verschiedenen Forschungsfragen zu verwandten Ansätzen der Copingforschung, Funktionalität, Entwicklung, interindividuellen Unterschieden und Entwicklungsbedingungen akkommodativer Regulation im Kindes- und Jugendalter und untersucht diese in mehreren Studien. Die Ergebnisse sollen einerseits zu einem Erkenntnisfortschritt auf theoretischer Ebene beitragen, da sie neue Erkenntnisse für die Entwicklungspsychologie der Lebensspanne, sowie für die Copingforschung im Kindes- und Jugendalter liefern können. Andererseits sollen sie jedoch auch auf anwendungsbezogener Ebene zu neuen Perspektiven anregen, denn insbesondere die Förderung der Entwicklungsbedingungen akkommodativer Regulation könnte in Zukunft zu einer gelingenden Entwicklung eines jeden Menschen beitragen. | [
"['pae']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Entwicklung der Entwicklungsregulation. Funktionalität, Entwicklung und Entwicklungsbedingungen akkommodativer Regulation im Kindes- & Jugendalter
- Document Abstract: Despite blocked goals, problems and negative life events, most individuals develop healthily and shape their own lives actively. Here, in particular, the use of coping mechanisms helps the individual to overcome burdensome obstacles. One form of coping, accommodative processes, becomes relevant when a problem can not be solved through active problem solving. Accommodative processes help the individual to detach from the old goal and substitute it with new goals, see positive aspects in a burdensome situation or make downward comparisons. Several studies with adult samples have shown that accommodative processes have a protective influence on psychological health. Until now, however, there has been no evidence on the functionality of, the development of, and the developmental conditions facilitating accommodative processes in childhood and adolescence. Even evidence from research on coping in childhood and adolescence, which has investigated related coping mechanisms, has only provided a few suggestions of these questions. The research program presented here focuses on questions on related constructs in coping research, functionality, development, individual differences, and developmental conditions of accommodative regulation in childhood and adolescence and investigates them in various studies. On the one hand, the results advance knowledge on a theoretical level, as they bring new insights for lifespan psychology and coping research in childhood and adolescence. On the other hand, they stimulate new perspectives on an applied level, as the prospective support of developmental conditions facilitating accommodative regulation processes could contribute to successful development in each individual. Trotz Zielblockaden, Problemen und kritischen Lebensereignissen gelingt es den meisten Menschen, sich gesund weiterzuentwickeln und ihr Leben zu gestalten. Dabei unterstützt insbesondere der Einsatz verschiedenster Copingfähigkeiten das Individuum dabei, die belastenden Problemlagen zu überwinden. Eine Form der Regulation bilden akkommodative Prozesse, die insbesondere relevant werden, wenn ein Problem nicht mehr durch aktives Handeln gelöst werden kann. Sie unterstützen das Individuum dabei, sich von alten Zielen zu lösen und diese durch neue zu ersetzen, positive Aspekte in der belastenden Situation zu sehen oder Abwärtsvergleiche vorzunehmen. In verschiedenen Studien mit erwachsenen Stichproben haben sich akkommodative Prozesse als protektiv für die psychische Gesundheit erwiesen. Für das Kindes- und Jugendalter liegen bisher jedoch noch keine Befunde vor: Es existieren weder Erkenntnisse zur Funktionalität, noch zur Entwicklung oder gar zu den Entwicklungsbedingungen akkommodativer Prozesse. Erkenntnisse zu verwandten Copingfähigkeiten, die aus der Copingforschung im Kindes- und Jugendalter stammen, können nur wenige Hinweise zu diesen Fragen liefern. Das hier dargestellte Forschungsprogramm widmet sich daher verschiedenen Forschungsfragen zu verwandten Ansätzen der Copingforschung, Funktionalität, Entwicklung, interindividuellen Unterschieden und Entwicklungsbedingungen akkommodativer Regulation im Kindes- und Jugendalter und untersucht diese in mehreren Studien. Die Ergebnisse sollen einerseits zu einem Erkenntnisfortschritt auf theoretischer Ebene beitragen, da sie neue Erkenntnisse für die Entwicklungspsychologie der Lebensspanne, sowie für die Copingforschung im Kindes- und Jugendalter liefern können. Andererseits sollen sie jedoch auch auf anwendungsbezogener Ebene zu neuen Perspektiven anregen, denn insbesondere die Förderung der Entwicklungsbedingungen akkommodativer Regulation könnte in Zukunft zu einer gelingenden Entwicklung eines jeden Menschen beitragen.
- Document LIN Search class: ['pae']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1615828931.jsonld | Pilgrimage to images in the fifteenth century : the origins of the cult of Our Lady of Czestochowa | The image -- Legend -- Iconoclasm -- Pilgrimage -- Miracle -- Origins -- The shrine -- The landscape of images | [
"['rel']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Pilgrimage to images in the fifteenth century : the origins of the cult of Our Lady of Czestochowa
- Document Abstract: The image -- Legend -- Iconoclasm -- Pilgrimage -- Miracle -- Origins -- The shrine -- The landscape of images
- Document LIN Search class: ['rel'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A148081894.jsonld | Die Erzeltern Israels : feministisch-theologische Studien zu Genesis 12 - 36 | This book, a Habilitationsschrift submitted to the Catholic Theological Faculty of the Karl-Franzens-Universitaet in Graz, is concerned not with the way in which women are portrayed in Genesis, but with the way in which contemporary scholarship. particularly German scholarship, portrays women in Genesis. Martin Noth, in Fischer's eyes, sees the matriarchs of Genesis as little more than "literary ornaments," while Claus Westermann views the matriarchal traditions as preliterary memories of a long-forgotten past. | [
"['rel']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Erzeltern Israels : feministisch-theologische Studien zu Genesis 12 - 36
- Document Abstract: This book, a Habilitationsschrift submitted to the Catholic Theological Faculty of the Karl-Franzens-Universitaet in Graz, is concerned not with the way in which women are portrayed in Genesis, but with the way in which contemporary scholarship. particularly German scholarship, portrays women in Genesis. Martin Noth, in Fischer's eyes, sees the matriarchs of Genesis as little more than "literary ornaments," while Claus Westermann views the matriarchal traditions as preliterary memories of a long-forgotten past.
- Document LIN Search class: ['rel'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A671585541.jsonld | Attributbasierte Autorisierung im Grid Computing : vertrauenswürdige Architekturen und sichere Implementierung | Grid Computing, attributbasierte Autorisierung, verteilte Systeme. - Attribute based authorization, distributed systems | [
"['inf']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Attributbasierte Autorisierung im Grid Computing : vertrauenswürdige Architekturen und sichere Implementierung
- Document Abstract: Grid Computing, attributbasierte Autorisierung, verteilte Systeme. - Attribute based authorization, distributed systems
- Document LIN Search class: ['inf']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A885028457.jsonld | Higher education and the student : from welfare state to neoliberalism | "As one of the pioneers and leading advocates of neoliberalism, Britain, and in particular England, has radically transformed its higher education system in recent decades. What was once a public good has turned into a market in which universities are required to perform like businesses, with students being increasingly referred to as customers. The Idea of Higher Education and the Student investigates precisely this relation between the changing function of higher education and how we see the student. But instead of offering yet another critique of neoliberalism and marketisation, it widens the view beyond the present" -- Theorising higher education -- Higher education for post-war Britain -- Setting the scene -- National needs and the provision of manpower -- The idea of the university -- The student voice -- Breaking the ivory tower -- Higher education and the welfare state -- Barbarians at the gates -- New institutions for new students? -- The 1960s student protests -- Marketisation and the student as customer -- Thatcherism and new public management -- Towards the learning society -- Higher education and the third way -- The triumph of the market -- Neoliberal governmentality and the student -- Beyond the customer and neoliberal higher education -- Looking forward to the past -- Contesting the customer -- Towards the future -- The 2010 student protests | [
"['pae']",
"['sow']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Higher education and the student : from welfare state to neoliberalism
- Document Abstract: "As one of the pioneers and leading advocates of neoliberalism, Britain, and in particular England, has radically transformed its higher education system in recent decades. What was once a public good has turned into a market in which universities are required to perform like businesses, with students being increasingly referred to as customers. The Idea of Higher Education and the Student investigates precisely this relation between the changing function of higher education and how we see the student. But instead of offering yet another critique of neoliberalism and marketisation, it widens the view beyond the present" -- Theorising higher education -- Higher education for post-war Britain -- Setting the scene -- National needs and the provision of manpower -- The idea of the university -- The student voice -- Breaking the ivory tower -- Higher education and the welfare state -- Barbarians at the gates -- New institutions for new students? -- The 1960s student protests -- Marketisation and the student as customer -- Thatcherism and new public management -- Towards the learning society -- Higher education and the third way -- The triumph of the market -- Neoliberal governmentality and the student -- Beyond the customer and neoliberal higher education -- Looking forward to the past -- Contesting the customer -- Towards the future -- The 2010 student protests
- Document LIN Search class: ['pae'], ['sow'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1048285693.jsonld | Innovationstransfer als sozialorganisatorischer Prozess | This book conducts a multidimensional study of the phenomenon of innovation transfer using the example of wikis based on Web 2.0 within a large and complex chemical pharmaceutical company. In this context, innovation transfer is understood to be a social and organisational process used for successful problem-solving by transferring a proven solution to a previous problem onto a new problem. The study’s results reveal that the success of such innovation transfer not only depends on the objective material requirements of the business value adding activity in question, but also requires an understanding of the differing subjective interests involved. Assessing the transfer’s success not only involves considering the criteria of technical efficiency and economic profitability, but also social acceptance. In negotiations, a compromise is sought in order to develop a social and organisational innovation from a range of technical functions. Here, the ability to act in a given situation plays a particular role. If both the negotiations and the compromise fail, the transfer of innovation fails as well. Der Band untersucht mehrdimensional das Phänomen des Innovationstransfers, am Beispiel von Wikis und auf der Grundlage des Web 2.0, innerhalb einer großen und komplexen Arbeitsorganisation eines chemisch-pharmazeutischen Industrieunternehmens. Als Innovationstransfer wird hierbei ein sozialorganisatorischer Prozess zur erfolgreichen Problembewältigung verstanden, indem eine als bewährt angesehene Problemlösung auf ein neuartiges Problem übertragen wird. Die Ergebnisse offenbaren, dass der Erfolg nicht nur von den objektiven Sacherfordernissen betrieblicher Wertschöpfungstätigkeit abhängt, sondern auch ein Verständnis für die subjektiv abweichenden Interessenlagen erfordert. Eine Beurteilung erfordert nicht nur die Kriterien der technischen Effizienz und der wirtschaftlichen Rentabilität, sondern auch der sozialen Akzeptanz. Im Rahmen von Verhandlungen wird ein Kompromiss gesucht, um ein anfängliches technisches Funktionsangebot hin zu einer sozialorganisatorischen Innovation zu entwickeln. Hierbei kommt der situativen Handlungskompetenz ein besonderer Stellenwert zu. Scheitern die Verhandlungen und misslingt ein Kompromiss, so scheitert auch der Innovationstransfer. | [
"['oek']",
"['tec']",
"['sow']",
"['pae']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Innovationstransfer als sozialorganisatorischer Prozess
- Document Abstract: This book conducts a multidimensional study of the phenomenon of innovation transfer using the example of wikis based on Web 2.0 within a large and complex chemical pharmaceutical company. In this context, innovation transfer is understood to be a social and organisational process used for successful problem-solving by transferring a proven solution to a previous problem onto a new problem. The study’s results reveal that the success of such innovation transfer not only depends on the objective material requirements of the business value adding activity in question, but also requires an understanding of the differing subjective interests involved. Assessing the transfer’s success not only involves considering the criteria of technical efficiency and economic profitability, but also social acceptance. In negotiations, a compromise is sought in order to develop a social and organisational innovation from a range of technical functions. Here, the ability to act in a given situation plays a particular role. If both the negotiations and the compromise fail, the transfer of innovation fails as well. Der Band untersucht mehrdimensional das Phänomen des Innovationstransfers, am Beispiel von Wikis und auf der Grundlage des Web 2.0, innerhalb einer großen und komplexen Arbeitsorganisation eines chemisch-pharmazeutischen Industrieunternehmens. Als Innovationstransfer wird hierbei ein sozialorganisatorischer Prozess zur erfolgreichen Problembewältigung verstanden, indem eine als bewährt angesehene Problemlösung auf ein neuartiges Problem übertragen wird. Die Ergebnisse offenbaren, dass der Erfolg nicht nur von den objektiven Sacherfordernissen betrieblicher Wertschöpfungstätigkeit abhängt, sondern auch ein Verständnis für die subjektiv abweichenden Interessenlagen erfordert. Eine Beurteilung erfordert nicht nur die Kriterien der technischen Effizienz und der wirtschaftlichen Rentabilität, sondern auch der sozialen Akzeptanz. Im Rahmen von Verhandlungen wird ein Kompromiss gesucht, um ein anfängliches technisches Funktionsangebot hin zu einer sozialorganisatorischen Innovation zu entwickeln. Hierbei kommt der situativen Handlungskompetenz ein besonderer Stellenwert zu. Scheitern die Verhandlungen und misslingt ein Kompromiss, so scheitert auch der Innovationstransfer.
- Document LIN Search class: ['oek'], ['tec'], ['sow'], ['pae']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A835322165.jsonld | Aptamer-basierte Detektion kleiner, flüchtiger Moleküle am Beispiel von Ethanolamin | Aptamer-Microarray, Aptasensor, Detektion kleiner Moleküle, VOCs, Ethanolamin, Quarzkristall-Mikrowaage. - Small molecule detection, ethanolamine, quartz crystal microbalance | [
"['che']",
"['cet']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Aptamer-basierte Detektion kleiner, flüchtiger Moleküle am Beispiel von Ethanolamin
- Document Abstract: Aptamer-Microarray, Aptasensor, Detektion kleiner Moleküle, VOCs, Ethanolamin, Quarzkristall-Mikrowaage. - Small molecule detection, ethanolamine, quartz crystal microbalance
- Document LIN Search class: ['che'], ['cet']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A885636791.jsonld | Sila- and germacyclopentadienes : radicals, anions, and a new type of tetrylene | Sila- and germacyclopentadienes have developed a great interest in material design. By the addition of localised spin centres in these highly functionalised compounds magnetic properties could be added. As a first step, siloles and germoles were successfully reduced to persistent radicals. DFT calculations revealed pyramidalised radical centres with a mainly localised spin density distribution which is fundamental for the use of these radicals as localised spin centres. Additionally, several unprecedented anionic heterolyl compounds were investigated. It was found that the interplay between electron delocalisation and coordination in these compounds is very subtle. Furthermore, an unexpected rearrangement reaction was observed in which a new type of stable silylene was formed. This type of tetrylene, which revealed a stabilisation by homoconjugation, is un¬precedented, and therefore, it might bear a great potential to be used in bond activation and in coordination chemistry. <engl.> Sila- und Germacyclopentadiene haben in den letzten Jahren an großem Interesse gewonnen. Durch das Einbringen von lokalen Spinzentren in diese hochfunktionalen Werkstoffe könnten zusätzlich magnetische Eigenschaften erzeugt werden. Mit diesem Ziel wurden Silole und Germole zu persistenten Radikalen reduziert. DFT Rechnungen zeigten, dass ihre Spindichte überwiegend lokalisiert ist, wodurch die Grundvoraussetzung für ihren Einsatz als lokale Spinzentren erfüllt ist. Zusätzlich wurden neuartige, anionischen Heterolylverbindungen untersucht. Hierbei zeigte sich ein bemerkenswerter Zusammenhang zwischen Elektronendelokalisation und Koordination der Gegenionen. Bei Reduktionversuchen wurde eine Umlagerungsreaktion beobachtet, die zu neuartigen, durch Homokonjugation stabilisierten Silylenen führte. Derartige Tetrylene sind wichtige Verbindungen zur Bindungsaktivierung und für den Einsatz in der Koordinationschemie. <dt.> | [
"['che']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Sila- and germacyclopentadienes : radicals, anions, and a new type of tetrylene
- Document Abstract: Sila- and germacyclopentadienes have developed a great interest in material design. By the addition of localised spin centres in these highly functionalised compounds magnetic properties could be added. As a first step, siloles and germoles were successfully reduced to persistent radicals. DFT calculations revealed pyramidalised radical centres with a mainly localised spin density distribution which is fundamental for the use of these radicals as localised spin centres. Additionally, several unprecedented anionic heterolyl compounds were investigated. It was found that the interplay between electron delocalisation and coordination in these compounds is very subtle. Furthermore, an unexpected rearrangement reaction was observed in which a new type of stable silylene was formed. This type of tetrylene, which revealed a stabilisation by homoconjugation, is un¬precedented, and therefore, it might bear a great potential to be used in bond activation and in coordination chemistry. <engl.> Sila- und Germacyclopentadiene haben in den letzten Jahren an großem Interesse gewonnen. Durch das Einbringen von lokalen Spinzentren in diese hochfunktionalen Werkstoffe könnten zusätzlich magnetische Eigenschaften erzeugt werden. Mit diesem Ziel wurden Silole und Germole zu persistenten Radikalen reduziert. DFT Rechnungen zeigten, dass ihre Spindichte überwiegend lokalisiert ist, wodurch die Grundvoraussetzung für ihren Einsatz als lokale Spinzentren erfüllt ist. Zusätzlich wurden neuartige, anionischen Heterolylverbindungen untersucht. Hierbei zeigte sich ein bemerkenswerter Zusammenhang zwischen Elektronendelokalisation und Koordination der Gegenionen. Bei Reduktionversuchen wurde eine Umlagerungsreaktion beobachtet, die zu neuartigen, durch Homokonjugation stabilisierten Silylenen führte. Derartige Tetrylene sind wichtige Verbindungen zur Bindungsaktivierung und für den Einsatz in der Koordinationschemie. <dt.>
- Document LIN Search class: ['che']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1812006578.jsonld | Three groups of immigrants in Germany : analysing health inequalities | In recent decades, international immigration has led to an increase in population diversity and a change in health profiles in Germany. This dissertation examines which determinants contribute to health inequalities in the context of a migrant background in Germany. The special focus is on the analysis of social and socio-structural characteristics to explain health differences between people with and without a migration background and within the population with a migration background.<eng> Die internationale Zuwanderung hat in den letzten Jahrzehnten zu einer Zunahme der Bevölkerungsvielfalt und zu einer Veränderung der Gesundheitsprofile in Deutschland geführt. Diese Dissertation untersucht, welche Determinanten zu gesundheitlichen Ungleichheiten im Kontext des Migrationshintergrundes in Deutschland beitragen. Der besondere Fokus liegt auf der Analyse sozialer und soziostruktureller Merkmale zur Erklärung gesundheitlicher Unterschiede zwischen Menschen mit und ohne Migrationshintergrund und innerhalb der Population mit Migrationshintergrund.<ger> | [
"['sow']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Three groups of immigrants in Germany : analysing health inequalities
- Document Abstract: In recent decades, international immigration has led to an increase in population diversity and a change in health profiles in Germany. This dissertation examines which determinants contribute to health inequalities in the context of a migrant background in Germany. The special focus is on the analysis of social and socio-structural characteristics to explain health differences between people with and without a migration background and within the population with a migration background.<eng> Die internationale Zuwanderung hat in den letzten Jahrzehnten zu einer Zunahme der Bevölkerungsvielfalt und zu einer Veränderung der Gesundheitsprofile in Deutschland geführt. Diese Dissertation untersucht, welche Determinanten zu gesundheitlichen Ungleichheiten im Kontext des Migrationshintergrundes in Deutschland beitragen. Der besondere Fokus liegt auf der Analyse sozialer und soziostruktureller Merkmale zur Erklärung gesundheitlicher Unterschiede zwischen Menschen mit und ohne Migrationshintergrund und innerhalb der Population mit Migrationshintergrund.<ger>
- Document LIN Search class: ['sow'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1049289463.jsonld | Organisation und Führung in institutionellen Kontexten der Weiterbildung | In addition to (in-)formal organisational structures, the perspectives and actions of the management and its influence are central to the coordination of organisational members. How management shapes this task, however, is so far hardly attributed to institutional influences of the organisational environment. Against this background, this book explores in a contrastive case study from a neo-institutionalist point of view how the action-guiding sense of leadership of managers in adult education can be systematically linked to the institutional context of the organization. As a contribution to theory building, the suggested model of "institutional logic of leadership" specifies assumptions about the interaction of institutional context, organisational framework conditions, and individual-action-oriented perspectives of managers in adult education, which are also suitable for other areas of education. Für die Sicherung des handelnden Zusammenwirkens in Organisationen sind neben (in-)formellen Strukturen auch die Sicht- und Handlungsweisen der Führungskräfte und ihre gezielte Einflussnahme zentral. Wie Führungskräfte diese Aufgabe ausgestalten, wird bislang jedoch kaum auf institutionelle Einflüsse der Organisationsumwelt zurückgeführt. Vor diesem Hintergrund erkundet der vorliegende Band im Rahmen einer kontrastiven Fallstudie aus einer neoinstitutionalistischen Perspektive, inwiefern sich das handlungsleitende Führungsverständnis von Leitungskräften der Weiterbildung systematisch mit dem institutionellen Kontext der Organisation in Verbindung bringen lässt. Als Beitrag zur Theoriebildung spezifiziert das hier entwickelte Modell der "institutionellen Logik der Führung" Annahmen über das Zusammenwirken von institutionellem Kontext, organisationalen Rahmenbedingungen und individuell-handlungsleitenden Sichtweisen der Leitungskräfte für die Weiterbildung, die auch für andere Bildungsbereiche anschlussfähig sind. | [
"['pae']",
"['oek']",
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Organisation und Führung in institutionellen Kontexten der Weiterbildung
- Document Abstract: In addition to (in-)formal organisational structures, the perspectives and actions of the management and its influence are central to the coordination of organisational members. How management shapes this task, however, is so far hardly attributed to institutional influences of the organisational environment. Against this background, this book explores in a contrastive case study from a neo-institutionalist point of view how the action-guiding sense of leadership of managers in adult education can be systematically linked to the institutional context of the organization. As a contribution to theory building, the suggested model of "institutional logic of leadership" specifies assumptions about the interaction of institutional context, organisational framework conditions, and individual-action-oriented perspectives of managers in adult education, which are also suitable for other areas of education. Für die Sicherung des handelnden Zusammenwirkens in Organisationen sind neben (in-)formellen Strukturen auch die Sicht- und Handlungsweisen der Führungskräfte und ihre gezielte Einflussnahme zentral. Wie Führungskräfte diese Aufgabe ausgestalten, wird bislang jedoch kaum auf institutionelle Einflüsse der Organisationsumwelt zurückgeführt. Vor diesem Hintergrund erkundet der vorliegende Band im Rahmen einer kontrastiven Fallstudie aus einer neoinstitutionalistischen Perspektive, inwiefern sich das handlungsleitende Führungsverständnis von Leitungskräften der Weiterbildung systematisch mit dem institutionellen Kontext der Organisation in Verbindung bringen lässt. Als Beitrag zur Theoriebildung spezifiziert das hier entwickelte Modell der "institutionellen Logik der Führung" Annahmen über das Zusammenwirken von institutionellem Kontext, organisationalen Rahmenbedingungen und individuell-handlungsleitenden Sichtweisen der Leitungskräfte für die Weiterbildung, die auch für andere Bildungsbereiche anschlussfähig sind.
- Document LIN Search class: ['pae'], ['oek'], ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1778510892.jsonld | Der Kolosserhymnus : Untersuchungen zu Form, traditionsgeschichtlichem Hintergrund und Aussage von Kol 1, 15-20 | Christian Stettler attempts a new way of interpreting the hymns in Col 1:15–20. Starting from its Judeo-Christian backdrop he analyses the form of the text against the background of the Psalm literature found in the Old Testament and early Jewish writings and interprets the text against the background of Old Testament and early Jewish traditions. Christian Stettler shows the development of the whole complexes of traditions which are responsible for the Colossian hymn. It becomes evident that Col 1:15–20 – an implicit christological midrash – is a concise and organic entity which can be interpreted without assuming additions to an original text. In early Jewish Wisdom theology most of the traditions which stand behind the hymn are already connected, but only the life, death and resurrection of Jesus made the formulation of the present hymn possible | [
"['rel']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Der Kolosserhymnus : Untersuchungen zu Form, traditionsgeschichtlichem Hintergrund und Aussage von Kol 1, 15-20
- Document Abstract: Christian Stettler attempts a new way of interpreting the hymns in Col 1:15–20. Starting from its Judeo-Christian backdrop he analyses the form of the text against the background of the Psalm literature found in the Old Testament and early Jewish writings and interprets the text against the background of Old Testament and early Jewish traditions. Christian Stettler shows the development of the whole complexes of traditions which are responsible for the Colossian hymn. It becomes evident that Col 1:15–20 – an implicit christological midrash – is a concise and organic entity which can be interpreted without assuming additions to an original text. In early Jewish Wisdom theology most of the traditions which stand behind the hymn are already connected, but only the life, death and resurrection of Jesus made the formulation of the present hymn possible
- Document LIN Search class: ['rel']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A608020303.jsonld | Chemical programming to exploit chemical reaction systems for computation | This thesis is on programming approaches to exploit the computational capabilities of chemical systems, consisting of two parts. In the first part, constructive design, research activities on theoretical development of chemical programming are reported. As results of the investigations, general programming principles, named organization-oriented programming, are derived. The idea is to design reaction networks such that the desired computational outputs correspond to the organizational structures within the networks. The second part, autonomous design, discusses on programming strategies without human interactions, namely evolution and exploration. Motivations for this programming approach include possibilities to discover novelty without rationalization. Regarding first the evolutionary strategies, we rather focused on how to track the evolutionary processes. Our approach is to analyze these dynamical processes on a higher level of abstraction, and usefulness of distinguishing organizational evolution in space of organizations from actual evolution in state space is emphasized . | [
"['cet']",
"['inf']",
"['che']",
"['oek']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Chemical programming to exploit chemical reaction systems for computation
- Document Abstract: This thesis is on programming approaches to exploit the computational capabilities of chemical systems, consisting of two parts. In the first part, constructive design, research activities on theoretical development of chemical programming are reported. As results of the investigations, general programming principles, named organization-oriented programming, are derived. The idea is to design reaction networks such that the desired computational outputs correspond to the organizational structures within the networks. The second part, autonomous design, discusses on programming strategies without human interactions, namely evolution and exploration. Motivations for this programming approach include possibilities to discover novelty without rationalization. Regarding first the evolutionary strategies, we rather focused on how to track the evolutionary processes. Our approach is to analyze these dynamical processes on a higher level of abstraction, and usefulness of distinguishing organizational evolution in space of organizations from actual evolution in state space is emphasized .
- Document LIN Search class: ['cet'], ['inf'], ['che'], ['oek'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1767325185.jsonld | Wie lassen sich Standorte durch Clusterpolitik gestalten? : vom Agenda-Setting bis zur Policy-Neujustierung | The importance of cluster policy is still very high in Germany. Especially today, when the coronavirus pandemic is putting cities and regions under economic pressure, places are having to compete with others more than ever to achieve new growth. Using an ex-post perspective of the case studies Dortmund, Dresden and the Hanover region, this book systematically highlights the modes of operation, development corridors and potential of cluster policy over about two decades. From agenda setting to policy transformation, divergent and uniform patterns in the policy cycle become apparent. In addition to theoretical classifications, the book also provides practical findings for this young, fluid policy area. Der Verbreitungsgrad von Clusterpolitik ist in Deutschland immer noch sehr hoch. Gerade heute, wo die Corona-Pandemie Städte und Regionen unter wirtschaftlichen Druck setzt, müssen Standorte sich mehr denn je im Wettbewerb positionieren, um neues Wachstum zu erreichen. Der Autor stellt anhand einer ex-post-Perspektive der Fälle Dortmund, Dresden und Region Hannover systematisch die Funktionsweisen, Entwicklungskorridore und Potenziale von Clusterpolitik über rund zwei Dekaden heraus. Vom Agenda-Setting bis zur Neujustierung werden divergente Muster und einheitliche Verlaufsmuster im Politik-Zyklus ersichtlich. Das Buch stellt neben theoretischen Einordnungen auch praktische Erkenntnisse für dieses junge, fluide Politikfeld bereit. | [
"['oek']",
"['geo']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Wie lassen sich Standorte durch Clusterpolitik gestalten? : vom Agenda-Setting bis zur Policy-Neujustierung
- Document Abstract: The importance of cluster policy is still very high in Germany. Especially today, when the coronavirus pandemic is putting cities and regions under economic pressure, places are having to compete with others more than ever to achieve new growth. Using an ex-post perspective of the case studies Dortmund, Dresden and the Hanover region, this book systematically highlights the modes of operation, development corridors and potential of cluster policy over about two decades. From agenda setting to policy transformation, divergent and uniform patterns in the policy cycle become apparent. In addition to theoretical classifications, the book also provides practical findings for this young, fluid policy area. Der Verbreitungsgrad von Clusterpolitik ist in Deutschland immer noch sehr hoch. Gerade heute, wo die Corona-Pandemie Städte und Regionen unter wirtschaftlichen Druck setzt, müssen Standorte sich mehr denn je im Wettbewerb positionieren, um neues Wachstum zu erreichen. Der Autor stellt anhand einer ex-post-Perspektive der Fälle Dortmund, Dresden und Region Hannover systematisch die Funktionsweisen, Entwicklungskorridore und Potenziale von Clusterpolitik über rund zwei Dekaden heraus. Vom Agenda-Setting bis zur Neujustierung werden divergente Muster und einheitliche Verlaufsmuster im Politik-Zyklus ersichtlich. Das Buch stellt neben theoretischen Einordnungen auch praktische Erkenntnisse für dieses junge, fluide Politikfeld bereit.
- Document LIN Search class: ['oek'], ['geo']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1685950094.jsonld | Die Notwendigkeit der Konkretisierung der Strukturverantwortung der Rehabilitationsträger : ein Spannungsverhältnis zwischen individuellen Bedürfnissen und Strukturmerkmalen | This work evaluates the providing of rehabilitation benefits to people with disabilities under SGB IX and the problems which arise in this context. Providing rehabilitation benefits is a complex process which requires comprehensive structuring. Ensuring that rehabilitation benefits are guaranteed in a fair and appropriate system, as it is guaranteed in statutory health insurance, is a responsibility of the rehabilitation carriers. The author evaluates whether the rehabilitation carriers’ responsibility towards structures regarding statutory regulations is defined in a sufficient manner. The subject of the investigation is the question how exactly it should be defined and if the structure of SGB V can be a guiding principle for that. Die Arbeit untersucht die Erbringung von Rehabilitationsleistungen von Menschen mit Behinderung nach dem SGB IX und der damit einhergehenden Probleme. Die Erbringung von Rehabilitationsleistungen nach dem SGB IX ist ein komplexer Vorgang, der einer umfassenden Strukturierung bedarf. Ähnlich wie beim Sicherstellungsauftrag in der gesetzlichen Krankenversicherung geht es auch im Bereich der Rehabilitation darum, ein System vorzuhalten, welches umfassend eine sachgerechte und gegebenenfalls ortsnahe Erbringung von Rehabilitationsleistungen sicherstellt. Die Autorin untersucht die Strukturverantwortung der Rehabilitationsträger daraufhin, ob sie gesetzlich in einem zur Versorgung ausreichenden Rahmen definiert ist. Welche konkrete Umsetzung diese Definition erfahren soll und ob die Ausgestaltung des Sicherstellungsauftrages aus dem SGB V ein Leitbild hierfür geben kann, ist Gegenstand der vorliegenden Arbeit. | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Notwendigkeit der Konkretisierung der Strukturverantwortung der Rehabilitationsträger : ein Spannungsverhältnis zwischen individuellen Bedürfnissen und Strukturmerkmalen
- Document Abstract: This work evaluates the providing of rehabilitation benefits to people with disabilities under SGB IX and the problems which arise in this context. Providing rehabilitation benefits is a complex process which requires comprehensive structuring. Ensuring that rehabilitation benefits are guaranteed in a fair and appropriate system, as it is guaranteed in statutory health insurance, is a responsibility of the rehabilitation carriers. The author evaluates whether the rehabilitation carriers’ responsibility towards structures regarding statutory regulations is defined in a sufficient manner. The subject of the investigation is the question how exactly it should be defined and if the structure of SGB V can be a guiding principle for that. Die Arbeit untersucht die Erbringung von Rehabilitationsleistungen von Menschen mit Behinderung nach dem SGB IX und der damit einhergehenden Probleme. Die Erbringung von Rehabilitationsleistungen nach dem SGB IX ist ein komplexer Vorgang, der einer umfassenden Strukturierung bedarf. Ähnlich wie beim Sicherstellungsauftrag in der gesetzlichen Krankenversicherung geht es auch im Bereich der Rehabilitation darum, ein System vorzuhalten, welches umfassend eine sachgerechte und gegebenenfalls ortsnahe Erbringung von Rehabilitationsleistungen sicherstellt. Die Autorin untersucht die Strukturverantwortung der Rehabilitationsträger daraufhin, ob sie gesetzlich in einem zur Versorgung ausreichenden Rahmen definiert ist. Welche konkrete Umsetzung diese Definition erfahren soll und ob die Ausgestaltung des Sicherstellungsauftrages aus dem SGB V ein Leitbild hierfür geben kann, ist Gegenstand der vorliegenden Arbeit.
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1750914263.jsonld | Verb-second as a reconstruction phenomenon : evidence from grammar and processing | This investigation of V2-movement addresses the question which role the lexical content of the moved element plays during sentence processing. It draws on original theoretical arguments, empirical data and results from psycholinguistic experiments. The main finding is that the lexical content of the V2-verb is interpreted only at the end of the clause, i.e. at the base position of the finite verb Frontmatter -- Open-Access-Transformation in Linguistics -- Preface -- Contents -- List of Tables -- List of Figures -- Abbreviations -- 1 Introduction -- Part I: The grammatical perspective on V2-movement -- 2 The Syntax of V2 -- 3 The V2-Reconstruction Hypothesis -- Part II: The role of V2-movement in sentence processing -- 4 Basics of sentence processing -- 5 Processing of German clauses -- 6 Experimental investigations of the V2-Reconstruction Hypothesis -- 7 Peculiarities of processing V2-clauses -- 8 Grand summary and conclusion -- Bibliography -- Index | [
"['lin']",
"['lit']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Verb-second as a reconstruction phenomenon : evidence from grammar and processing
- Document Abstract: This investigation of V2-movement addresses the question which role the lexical content of the moved element plays during sentence processing. It draws on original theoretical arguments, empirical data and results from psycholinguistic experiments. The main finding is that the lexical content of the V2-verb is interpreted only at the end of the clause, i.e. at the base position of the finite verb Frontmatter -- Open-Access-Transformation in Linguistics -- Preface -- Contents -- List of Tables -- List of Figures -- Abbreviations -- 1 Introduction -- Part I: The grammatical perspective on V2-movement -- 2 The Syntax of V2 -- 3 The V2-Reconstruction Hypothesis -- Part II: The role of V2-movement in sentence processing -- 4 Basics of sentence processing -- 5 Processing of German clauses -- 6 Experimental investigations of the V2-Reconstruction Hypothesis -- 7 Peculiarities of processing V2-clauses -- 8 Grand summary and conclusion -- Bibliography -- Index
- Document LIN Search class: ['lin'], ['lit']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A766248992.jsonld | Tree species as determinants of the structure of oribatid mite communities (Oribatida) and the incorporation of plant carbon and nitrogen in the soil animal food web | In this dissertation I investigated the role of tree species for the structure and functioning of soil animal food webs in temperate forests. In the field, the role of tree species diversity as compared to tree species identity for the structure of oribatid mite communities was investigated. Two laboratory studies focused on the role of two important tree species of deciduous forests (beech and ash) as determinants of the flux of C and N through the soil animal food web. In Chapter 2 results of a field experiment investigating the density, community structure and diversity of oribatid mites... | [
"['bio']",
"['geo']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Tree species as determinants of the structure of oribatid mite communities (Oribatida) and the incorporation of plant carbon and nitrogen in the soil animal food web
- Document Abstract: In this dissertation I investigated the role of tree species for the structure and functioning of soil animal food webs in temperate forests. In the field, the role of tree species diversity as compared to tree species identity for the structure of oribatid mite communities was investigated. Two laboratory studies focused on the role of two important tree species of deciduous forests (beech and ash) as determinants of the flux of C and N through the soil animal food web. In Chapter 2 results of a field experiment investigating the density, community structure and diversity of oribatid mites...
- Document LIN Search class: ['bio'], ['geo']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1696520517.jsonld | Money and Violence : Financial Self-Help Groups in a South African Township | Figures -- Photos -- Glossary -- Abbreviations -- Acknowledgements -- 1 Introduction -- Questions -- Politics -- Financial mutuals in brief -- Studying townships -- Outline -- 2 The (post)colonial economy and social relations -- Introduction -- Earning money -- Changing kinship authorities -- Migrant men of one home -- Female neighbours -- Conclusion -- 3 The economy of development and social relations -- Introduction -- The development dream -- Development policy -- The project committee -- The opposition -- A new opposition -- Conclusion -- 4 Creating mutuals: Reluctant solidarity -- Introduction -- Exclusive values -- Poor reputations -- Noparuru: A poor reputation -- Conclusion -- 5 Maintaining mutuals: Hope for islands of trust -- Introduction -- Masifunde -- Containing risk -- Co-operation without trust -- Conclusion -- 6 Spending money: Consumption, friendship and friction -- Introduction -- Status and conflict -- Zolani club: The price of a bed -- Linda's birthday -- Conclusion -- 7 Conclusion -- Transformations -- Ambivalence -- Experience as methodology -- References -- Index. This ethnography reveals how, faced with violence, economic insecurity, and volatile relations, Xhosa migrants in Cape Town, South Africa, establish burial societies and credit groups. It examines the urban poor's day-to-day struggles over money in post-apartheid South Africa. | [
"['sow']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Money and Violence : Financial Self-Help Groups in a South African Township
- Document Abstract: Figures -- Photos -- Glossary -- Abbreviations -- Acknowledgements -- 1 Introduction -- Questions -- Politics -- Financial mutuals in brief -- Studying townships -- Outline -- 2 The (post)colonial economy and social relations -- Introduction -- Earning money -- Changing kinship authorities -- Migrant men of one home -- Female neighbours -- Conclusion -- 3 The economy of development and social relations -- Introduction -- The development dream -- Development policy -- The project committee -- The opposition -- A new opposition -- Conclusion -- 4 Creating mutuals: Reluctant solidarity -- Introduction -- Exclusive values -- Poor reputations -- Noparuru: A poor reputation -- Conclusion -- 5 Maintaining mutuals: Hope for islands of trust -- Introduction -- Masifunde -- Containing risk -- Co-operation without trust -- Conclusion -- 6 Spending money: Consumption, friendship and friction -- Introduction -- Status and conflict -- Zolani club: The price of a bed -- Linda's birthday -- Conclusion -- 7 Conclusion -- Transformations -- Ambivalence -- Experience as methodology -- References -- Index. This ethnography reveals how, faced with violence, economic insecurity, and volatile relations, Xhosa migrants in Cape Town, South Africa, establish burial societies and credit groups. It examines the urban poor's day-to-day struggles over money in post-apartheid South Africa.
- Document LIN Search class: ['sow']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1603345787.jsonld | Numerical modeling of spatial passive earth pressure | Spatial passive earthpressure, FEM, German standard DIN 4085, scale effect, rigid walls. - Räumlicher passiver Erddruck, Maßstabseffekt, starre Wände | [
"['bau']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Numerical modeling of spatial passive earth pressure
- Document Abstract: Spatial passive earthpressure, FEM, German standard DIN 4085, scale effect, rigid walls. - Räumlicher passiver Erddruck, Maßstabseffekt, starre Wände
- Document LIN Search class: ['bau'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1785764543.jsonld | Paul on the human vocation : reason language in Romans and ancient philosophical tradition | Frontmatter -- Acknowledgements -- Contents -- 1 Introduction to the problem -- 2 The semantics of λογικός and the definition of human beings -- 3 The wider Greco-Roman discourse on being human and the idea of a human role in the cosmos -- 4 Epictetus and the idea of a human calling based on human reason -- 5 Romans as a letter about being human -- 6 Rom 12.1–2 as an exhortation to genuine humanness -- 7 The vision of integrated (missional) existence in Rom 12–15 -- 8 Paul on the human vocation: Concluding summary -- Abbreviations and Conventions -- Literature -- Indexes Paul’s use of λογικὴ λατρεία in Rom 12.1 has long fascinated and puzzled interpreters. This study proposes a new explanation of Paul’s reason language in Rom 12.1 based on a detailed investigation of ancient philosophical texts on the role of human beings in the cosmos, in which reason language and the idea of a vocation of human beings are closely connected. It argues that Paul here appeals to the idea of a human vocation in order to claim that Christ-followers are able to fulfil their human vocation by living in such a way that their lives produce signs of the new creation inaugurated in Christ.This case is made by establishing the central role of reason in ancient discourse on what it means to be human more broadly, and in particular in Epictetus, who provides the clearest parallel for Romans. These contextualisations allow for a fresh reading of Paul’s argument in Romans, where the relevance of these traditions is shown, not least for how Rom 12.1–2 frames Rom 12–15.The study thus contributes to the recent scholarly trend of exploring Paul in ancient philosophical contexts and advances the discussion on the integration of Paul’s “theology” and “ethics” within an ancient cultural encyclopedia | [
"['rel']",
"['phi']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Paul on the human vocation : reason language in Romans and ancient philosophical tradition
- Document Abstract: Frontmatter -- Acknowledgements -- Contents -- 1 Introduction to the problem -- 2 The semantics of λογικός and the definition of human beings -- 3 The wider Greco-Roman discourse on being human and the idea of a human role in the cosmos -- 4 Epictetus and the idea of a human calling based on human reason -- 5 Romans as a letter about being human -- 6 Rom 12.1–2 as an exhortation to genuine humanness -- 7 The vision of integrated (missional) existence in Rom 12–15 -- 8 Paul on the human vocation: Concluding summary -- Abbreviations and Conventions -- Literature -- Indexes Paul’s use of λογικὴ λατρεία in Rom 12.1 has long fascinated and puzzled interpreters. This study proposes a new explanation of Paul’s reason language in Rom 12.1 based on a detailed investigation of ancient philosophical texts on the role of human beings in the cosmos, in which reason language and the idea of a vocation of human beings are closely connected. It argues that Paul here appeals to the idea of a human vocation in order to claim that Christ-followers are able to fulfil their human vocation by living in such a way that their lives produce signs of the new creation inaugurated in Christ.This case is made by establishing the central role of reason in ancient discourse on what it means to be human more broadly, and in particular in Epictetus, who provides the clearest parallel for Romans. These contextualisations allow for a fresh reading of Paul’s argument in Romans, where the relevance of these traditions is shown, not least for how Rom 12.1–2 frames Rom 12–15.The study thus contributes to the recent scholarly trend of exploring Paul in ancient philosophical contexts and advances the discussion on the integration of Paul’s “theology” and “ethics” within an ancient cultural encyclopedia
- Document LIN Search class: ['rel'], ['phi']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1750123657.jsonld | Die Außen- und Sicherheitspolitik der Republik Armenien : komplementäre Entscheidungen in systemischer Konkurrenz zwischen Ost und West | This study analyses the foreign and security policies of the Republic of Armenia and, in an empirically based manner, explains how this post-Soviet transformation state behaves in the systemic competition between East (the Eurasian Union and the CSTO) and West (the EU and NATO). This volume fills several research gaps by providing a coherent overview of Armenia’s sparsely studied system and by also reflecting on current events, such as the Velvet Revolution and the Nagorno-Karabakh War of 2020. Stefan Hansen is Managing Director at the Institute for Security Policy at Kiel University (ISPK). Die Studie analysiert die Außen- und Sicherheitspolitik der Republik Armenien und erklärt empirisch fundiert, wie sich der postsowjetische Transformationsstaat in der systemischen Konkurrenz zwischen Ost (Eurasischer Union und CSTO) und West (EU und NATO) verhält. Der Band füllt dabei in mehrfacher Hinsicht eine Forschungslücke, indem durch Feldforschung erlangtes Faktenwissen über ein sehr wenig untersuchtes System in einer schlüssigen Gesamtschau bereitgestellt wird und auch aktuelle Ereignisse wie die samtene Revolution und der Bergkarabach-Krieg 2020 reflektiert werden. Der Autor ist Geschäftsführer des Instituts für Sicherheitspolitik an der Universität Kiel (ISPK). | [
"['sow']",
"['his']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Außen- und Sicherheitspolitik der Republik Armenien : komplementäre Entscheidungen in systemischer Konkurrenz zwischen Ost und West
- Document Abstract: This study analyses the foreign and security policies of the Republic of Armenia and, in an empirically based manner, explains how this post-Soviet transformation state behaves in the systemic competition between East (the Eurasian Union and the CSTO) and West (the EU and NATO). This volume fills several research gaps by providing a coherent overview of Armenia’s sparsely studied system and by also reflecting on current events, such as the Velvet Revolution and the Nagorno-Karabakh War of 2020. Stefan Hansen is Managing Director at the Institute for Security Policy at Kiel University (ISPK). Die Studie analysiert die Außen- und Sicherheitspolitik der Republik Armenien und erklärt empirisch fundiert, wie sich der postsowjetische Transformationsstaat in der systemischen Konkurrenz zwischen Ost (Eurasischer Union und CSTO) und West (EU und NATO) verhält. Der Band füllt dabei in mehrfacher Hinsicht eine Forschungslücke, indem durch Feldforschung erlangtes Faktenwissen über ein sehr wenig untersuchtes System in einer schlüssigen Gesamtschau bereitgestellt wird und auch aktuelle Ereignisse wie die samtene Revolution und der Bergkarabach-Krieg 2020 reflektiert werden. Der Autor ist Geschäftsführer des Instituts für Sicherheitspolitik an der Universität Kiel (ISPK).
- Document LIN Search class: ['sow'], ['his']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A791511146.jsonld | Biological purification of nutrient-rich saline water by halophytes and their potential as valuable co-product in aquaculture systems | Biofilter, halophytes, marine aquaculture, nutrient uptake, saline agriculture, secondary metabolites. - Halophyten, marine Aquakultur, Nährstoffaufnahme, saline Landwirtschaft, Sekundärmetabolite | [
"['bio']",
"['hor']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Biological purification of nutrient-rich saline water by halophytes and their potential as valuable co-product in aquaculture systems
- Document Abstract: Biofilter, halophytes, marine aquaculture, nutrient uptake, saline agriculture, secondary metabolites. - Halophyten, marine Aquakultur, Nährstoffaufnahme, saline Landwirtschaft, Sekundärmetabolite
- Document LIN Search class: ['bio'], ['hor']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1863791043.jsonld | Fast and faithful Effective One Body models for gravitational waves from generic compact binaries | The detection and analysis of gravitational waves (GWs) from compact binary systems relies on accurate modeling of the expected signals emitted by such sources. In this thesis we develop computationally efficient yet accurate models for coalescing binary black holes (BBHs) and binary neutron stars (BNSs), relying on the effective-one-body (EOB) framework as implemented in the TEOBResumS family of models. Building on its multipolar aligned-spin avatar, we improve TEOBResumS to include the description of spins precession via an efficient hybrid PN-EOB scheme, thus obtaining a new state-of-the-art inspiral-merger-ringdown model for BBHs and the first multipolar precessing model for coalescing BNSs. We validate our model in terms of NR faithfulness, finding that TEOBResumS agrees to more than 97% with NR results over a considerable portion of the parameter space. Its efficiency is demonstrated by directly employing the model in the parameter estimation (PE) of a handful of events detected by the LVK collaboration (GW150914, GW190412 and GW170817) without the need of surrogates or reduced models. Employing a flavor of TEOBResumS able to model the evolution of systems coalescing along non-circular trajectories, we then study the phenomenology of the GWs that are produced by systems merging along initially unbound orbits. After comparing our waveforms with a set of highly eccentric NR simulations, we analyze GW190521 under the hypothesis that it originated from a dynamical capture of two BHs. Our results suggest that GW190521 may be the the first detected GW signal to correspond to such a system. Finally, we refine the TEOBResumS description of matter effects: after critically assessing the importance of resonant tidal effects for quasi-circular and eccentric BNS mergers, we considerably improve the model performance by including high-order PN information and few NR-informed parameters. | [
"['phy']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Fast and faithful Effective One Body models for gravitational waves from generic compact binaries
- Document Abstract: The detection and analysis of gravitational waves (GWs) from compact binary systems relies on accurate modeling of the expected signals emitted by such sources. In this thesis we develop computationally efficient yet accurate models for coalescing binary black holes (BBHs) and binary neutron stars (BNSs), relying on the effective-one-body (EOB) framework as implemented in the TEOBResumS family of models. Building on its multipolar aligned-spin avatar, we improve TEOBResumS to include the description of spins precession via an efficient hybrid PN-EOB scheme, thus obtaining a new state-of-the-art inspiral-merger-ringdown model for BBHs and the first multipolar precessing model for coalescing BNSs. We validate our model in terms of NR faithfulness, finding that TEOBResumS agrees to more than 97% with NR results over a considerable portion of the parameter space. Its efficiency is demonstrated by directly employing the model in the parameter estimation (PE) of a handful of events detected by the LVK collaboration (GW150914, GW190412 and GW170817) without the need of surrogates or reduced models. Employing a flavor of TEOBResumS able to model the evolution of systems coalescing along non-circular trajectories, we then study the phenomenology of the GWs that are produced by systems merging along initially unbound orbits. After comparing our waveforms with a set of highly eccentric NR simulations, we analyze GW190521 under the hypothesis that it originated from a dynamical capture of two BHs. Our results suggest that GW190521 may be the the first detected GW signal to correspond to such a system. Finally, we refine the TEOBResumS description of matter effects: after critically assessing the importance of resonant tidal effects for quasi-circular and eccentric BNS mergers, we considerably improve the model performance by including high-order PN information and few NR-informed parameters.
- Document LIN Search class: ['phy'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1013224787.jsonld | Entwicklung einer biotechnologischen Produktionsstrategie für das Sesquiterpenoid Zerumbon | Sesquiterpene, Semisynthese, integrierter Bioprozess, allylische Oxidation, Zerumbon. - Sesquiterpenes, semi-synthesis, integrated bioprocess, allylic oxidation, zerumbone | [
"['che']",
"['bio']",
"['cet']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Entwicklung einer biotechnologischen Produktionsstrategie für das Sesquiterpenoid Zerumbon
- Document Abstract: Sesquiterpene, Semisynthese, integrierter Bioprozess, allylische Oxidation, Zerumbon. - Sesquiterpenes, semi-synthesis, integrated bioprocess, allylic oxidation, zerumbone
- Document LIN Search class: ['che'], ['bio'], ['cet']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A726515213.jsonld | Die Entmachtung Gottes durch den Leviathan : Thomas Hobbes über Religion | "This book contains the first complete interpretation of all aspects of Hobbes's philosophy which treat religious convictions and practices. Not only his philosophy of religion and his philosophical theology, but also his biblical theology are treated in extense. The main thesis is that, according to Hobbes, neither philosophy nor politics in any way need a religious fundament; but since religions establish institutions and thus accumulate means of power, they are necessarily an object of politics. It is for this reason that religious convictions and practices are a - for a long time neglected - main topic of Hobbes's philosophy"--Publisher's pamphlet | [
"['phi']",
"['rel']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Die Entmachtung Gottes durch den Leviathan : Thomas Hobbes über Religion
- Document Abstract: "This book contains the first complete interpretation of all aspects of Hobbes's philosophy which treat religious convictions and practices. Not only his philosophy of religion and his philosophical theology, but also his biblical theology are treated in extense. The main thesis is that, according to Hobbes, neither philosophy nor politics in any way need a religious fundament; but since religions establish institutions and thus accumulate means of power, they are necessarily an object of politics. It is for this reason that religious convictions and practices are a - for a long time neglected - main topic of Hobbes's philosophy"--Publisher's pamphlet
- Document LIN Search class: ['phi'], ['rel']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A732094984.jsonld | Flexible microelectrode probes for scanning electrochemical microscopy : from concept to high-throughput applications | Soft linear arrays of eight individually addressable C, Au or Ag microelectrodes were developed as new scanning electrochemical microscopy (SECM) probes in order to perform high-throughput scanning and modification of flat, tilted and curved substrates. The arrays were made on thin polymeric supports like polyethylene terephthalate or polyimide sheets that provide a certain flexibility and stability to scan surfaces in contact mode in a brushing-like way. The soft probes follow the topography of the sample providing an almost constant working distance. Typical difficulties in SECM imaging of large areas approaching square centimeter, such as a sample tilt, electrode fouling, sample aging and electrolyte evaporation, can be overcome. The imaging and modification times are drastically reduced. Mechanically sensitive surface structures like self-assembled monolayers (SAMs) on gold were electrochemically modified followed by SECM imaging without damaging the SAM mechanically. <engl.> Weiche lineare Arrays aus acht individuell adressierbaren C, Au oder Ag Mikroelektroden wurden als neue Elektrochemische Rastersondenmikroskop (SECM)-Sonden entwickelt um ein Hochdurchsatz-Abrastern und -Modifizieren flacher, gekippter und gebogener Oberflächen durchzuführen. Die Arrays wurden auf dünnen Polymer-Trägern wie Polyethylenterephthalat- oder Polyimid-Folien hergestellt, die für eine gewisse Flexibilität und Stabilität sorgen um Oberflächen im Kontaktmodus ähnlich wie ein Bürsten abzurastern. Die weichen Sonden folgen der Topographie der Probe während ein nahezu konstanter Arbeitsabstand gewähreistet wird. Typische Schwierigkeiten des SECM mit großen Flächen im Bereich von Quadratzentimetern wie gekippte Proben, Elektrodenverunreinigung, Probenalterung, Elektrolytverdampfung, können umgangen werden. Die Abbildungs- und Modifizierungszeiten sinken drastisch. Mechanisch empfindliche Oberflächenstrukturen wie selbstorganisierte Monolagen (SAMs) auf Au wurden elektrochemisch modifiziert gefolgt vom Abbilden mit dem SECM ohne die SAM mechanisch zu beschädigen. <dt.> | [
"['che']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Flexible microelectrode probes for scanning electrochemical microscopy : from concept to high-throughput applications
- Document Abstract: Soft linear arrays of eight individually addressable C, Au or Ag microelectrodes were developed as new scanning electrochemical microscopy (SECM) probes in order to perform high-throughput scanning and modification of flat, tilted and curved substrates. The arrays were made on thin polymeric supports like polyethylene terephthalate or polyimide sheets that provide a certain flexibility and stability to scan surfaces in contact mode in a brushing-like way. The soft probes follow the topography of the sample providing an almost constant working distance. Typical difficulties in SECM imaging of large areas approaching square centimeter, such as a sample tilt, electrode fouling, sample aging and electrolyte evaporation, can be overcome. The imaging and modification times are drastically reduced. Mechanically sensitive surface structures like self-assembled monolayers (SAMs) on gold were electrochemically modified followed by SECM imaging without damaging the SAM mechanically. <engl.> Weiche lineare Arrays aus acht individuell adressierbaren C, Au oder Ag Mikroelektroden wurden als neue Elektrochemische Rastersondenmikroskop (SECM)-Sonden entwickelt um ein Hochdurchsatz-Abrastern und -Modifizieren flacher, gekippter und gebogener Oberflächen durchzuführen. Die Arrays wurden auf dünnen Polymer-Trägern wie Polyethylenterephthalat- oder Polyimid-Folien hergestellt, die für eine gewisse Flexibilität und Stabilität sorgen um Oberflächen im Kontaktmodus ähnlich wie ein Bürsten abzurastern. Die weichen Sonden folgen der Topographie der Probe während ein nahezu konstanter Arbeitsabstand gewähreistet wird. Typische Schwierigkeiten des SECM mit großen Flächen im Bereich von Quadratzentimetern wie gekippte Proben, Elektrodenverunreinigung, Probenalterung, Elektrolytverdampfung, können umgangen werden. Die Abbildungs- und Modifizierungszeiten sinken drastisch. Mechanisch empfindliche Oberflächenstrukturen wie selbstorganisierte Monolagen (SAMs) auf Au wurden elektrochemisch modifiziert gefolgt vom Abbilden mit dem SECM ohne die SAM mechanisch zu beschädigen. <dt.>
- Document LIN Search class: ['che'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1679167669.jsonld | Constraining the hydrology of intrusion-related ore deposits with fluid inclusions and numerical modeling | Magmatic-hydrothermal fluids are responsible for numerous mineralization types, including porphyry copper and granite related tin-tungsten (Sn-W) deposits. Ore formation is dependent on various factors, including, the pressure and temperature regime of the intrusions, the chemical composition of the magma and hydrothermal fluids, and fluid rock interaction during the ascent. Fluid inclusions have potential to provide direct information on the temperature, salinity, pressure and chemical composition of fluids responsible for ore formation. Numerical modeling allows the parametrization of pluton features that cannot be analyzed directly via geological observations. Microthermometry of fluid inclusions from the Zinnwald Sn-W deposit, Erzgebirge, Germany / Czech Republic, provide evidence that the greisen mineralization is associated with a low salinity (2-10 wt.% NaCl eq.) fluid with homogenization temperatures between 350°C and 400°C. Quartzes from numerous veins are host to inclusions with the same temperatures and salinities, whereas cassiterite- and wolframite-hosted assemblages with slightly lower temperatures (around 350°C) and higher salinities (ca. 15 wt. NaCl eq.). Further, rare quartz samples contained boiling assemblages consisting of coexisting brine and vapor phases. The formation of ore minerals within the greisen is driven by invasive fluid-rock interaction, resulting in the loss of complexing agents (Cl-) leading to precipitation of cassiterite. ... | [
"['geo']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Constraining the hydrology of intrusion-related ore deposits with fluid inclusions and numerical modeling
- Document Abstract: Magmatic-hydrothermal fluids are responsible for numerous mineralization types, including porphyry copper and granite related tin-tungsten (Sn-W) deposits. Ore formation is dependent on various factors, including, the pressure and temperature regime of the intrusions, the chemical composition of the magma and hydrothermal fluids, and fluid rock interaction during the ascent. Fluid inclusions have potential to provide direct information on the temperature, salinity, pressure and chemical composition of fluids responsible for ore formation. Numerical modeling allows the parametrization of pluton features that cannot be analyzed directly via geological observations. Microthermometry of fluid inclusions from the Zinnwald Sn-W deposit, Erzgebirge, Germany / Czech Republic, provide evidence that the greisen mineralization is associated with a low salinity (2-10 wt.% NaCl eq.) fluid with homogenization temperatures between 350°C and 400°C. Quartzes from numerous veins are host to inclusions with the same temperatures and salinities, whereas cassiterite- and wolframite-hosted assemblages with slightly lower temperatures (around 350°C) and higher salinities (ca. 15 wt. NaCl eq.). Further, rare quartz samples contained boiling assemblages consisting of coexisting brine and vapor phases. The formation of ore minerals within the greisen is driven by invasive fluid-rock interaction, resulting in the loss of complexing agents (Cl-) leading to precipitation of cassiterite. ...
- Document LIN Search class: ['geo']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1850637520.jsonld | Digitale Sachherrschaft | Our everyday existence is increasingly permeated with connected devices and the Internet of Things. This connectedness not only enables new potential applications and business models, but also puts the user of the device at the mercy of the supplier, who may be able to lock a device by blocking access to the cloud-server or by disabling software embedded in the device. A supplier can thus turn a high-tech end-user device into electronic waste. The law of contracts will apply in many such cases; but what if there is no privity of contract between the user and the supplier of the device? Users have no recourse other than whatever protections possession or ownership may afford. Konrad Duden investigates whether the digital use of a device is covered by such protection at all. | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Digitale Sachherrschaft
- Document Abstract: Our everyday existence is increasingly permeated with connected devices and the Internet of Things. This connectedness not only enables new potential applications and business models, but also puts the user of the device at the mercy of the supplier, who may be able to lock a device by blocking access to the cloud-server or by disabling software embedded in the device. A supplier can thus turn a high-tech end-user device into electronic waste. The law of contracts will apply in many such cases; but what if there is no privity of contract between the user and the supplier of the device? Users have no recourse other than whatever protections possession or ownership may afford. Konrad Duden investigates whether the digital use of a device is covered by such protection at all.
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A83504601X.jsonld | Business process architectures concepts, formalism, and analysis | Business Process Management has become an integral part of modern organizations in the private and public sector for improving their operations. In the course of Business Process Management efforts, companies and organizations assemble large process model repositories with many hundreds and thousands of business process models bearing a large amount of information. With the advent of large business process model collections, new challenges arise as structuring and managing a large amount of process models, their maintenance, and their quality assurance. This is covered by business process architectures that have been introduced for organizing and structuring business process model collections. A variety of business process architecture approaches have been proposed that align business processes along aspects of interest, e. g., goals, functions, or objects. They provide a high level categorization of single processes ignoring their interdependencies, thus hiding valuable information. The production of goods or the delivery of service… | [
"['oek']",
"['inf']",
"['mat']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Business process architectures concepts, formalism, and analysis
- Document Abstract: Business Process Management has become an integral part of modern organizations in the private and public sector for improving their operations. In the course of Business Process Management efforts, companies and organizations assemble large process model repositories with many hundreds and thousands of business process models bearing a large amount of information. With the advent of large business process model collections, new challenges arise as structuring and managing a large amount of process models, their maintenance, and their quality assurance. This is covered by business process architectures that have been introduced for organizing and structuring business process model collections. A variety of business process architecture approaches have been proposed that align business processes along aspects of interest, e. g., goals, functions, or objects. They provide a high level categorization of single processes ignoring their interdependencies, thus hiding valuable information. The production of goods or the delivery of service…
- Document LIN Search class: ['oek'], ['inf'], ['mat']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A555422011.jsonld | Tetrabenzo[a,c,g,i]fluorenylkomplexe des Titans : Synthese und Anwendungen | Within the scope of this thesis an array of different tetrabenzo[a,c,g,i]fluorenyltitanium complexes were synthesized and fully characterized starting from the benzofused fluorene derivative tetrabenzo[a,c,g,i]fluorene. By reacting the lithium salt [Tbf][Li(THF)4] with chlorotitanium alkoxides and -phenoxides, tetrabenzo[a,c,g,i]fluorenyltitanium complexes of the general formula [(eta5-Tbf)TiClx(OiPr)] (x = Cl, OiPr) and [(eta5-Tbf)Ti(OAr)] (Ar = C6H5, 4 MeC6H5, 4 tBuC6H5) could be obtained. Furthermore, the TbfTi-complexes [(eta5 Tbf)TiCl2(THF)] and [(?5-Tbf)TiCl3] were synthesized, whereupon the titanium(III) complex [(eta5 Tbf)TiCl2(THF)] was reacted with radicals to give the compounds [(eta5 Tbf)TiCl2TEMPO] and [(eta5 Tbf)TiCl2(OtBu)], and the titanium(IV)-complex [(eta5 Tbf)TiCl3] was reacted with an array of lithiumphenoxides to form monophenoxide complexes of the general formula [(eta5-Tbf)TiCl2(OAr)] (Ar = 4-tBuC6H4, 2,6-Me2C6H3, 2,4,6-Me3C6H2, 2,6-iPr2C6H3, 2,6-Ph2C6H3). Selected compounds were scrutinized as regards their polymerization properties of styrene and ethylene. <engl.> Im Rahmen der vorliegenden Dissertation wurde ausgehend von dem benzanellierten Fluorenylderivat Tetrabenzo[a,c,g,i]fluoren (Tbf) eine Reihe verschiedener Tetrabenzo[a,c,g,i]fluorenyltitankomplexe synthetisiert und umfassend charakterisiert. Durch Umsetzung des Lithiumsalzes [Tbf][Li(THF)4] mit Chlorotitanalkoxiden und -phenoxiden konnten Tetrabenzo[a,c,g,i]fluorenyltitanalkoxo und -phenoxokomplexe der allgemeinen Formel [(eta5-Tbf)TiClx(OiPr)] (x = Cl, OiPr) und [(eta5-Tbf)Ti(OAr)] (Ar = C6H5, 4-MeC6H5, 4 tBuC6H5) dargestellt werden. Des Weiteren wurden die TbfTi-Komplexe [(eta5 Tbf)TiCl2(THF)] und [(eta5-Tbf)TiCl3] dargestellt, wobei der Titan(III)-Komplex [(eta5 Tbf)TiCl2(THF)] mit Radikalen bzw. Radikalbildnern zu [(eta5 Tbf)TiCl2TEMPO] und [(eta5 Tbf)TiCl2(OtBu)], der Titan(IV)-Komplex [(eta5-Tbf)TiCl3] mit Lithiumphenoxiden zu einer Reihe von Monophenoxokomplexen der allgemeinen Formel [(eta5-Tbf)TiCl2(OAr)] (Ar = 4-tBuC6H4, 2,6-Me2C6H3, 2,4,6-Me3C6H2, 2,6-iPr2C6H3, 2,6-Ph2C6H3) umgesetzt werden konnte. Ausgewählte Komplexe wurden hinsichtlich ihrer Fähigkeit zur syndiotaktischen Polymerisation von Styrol bzw. zur Polymerisation von Ethylen untersucht. <dt> | [
"['che']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Tetrabenzo[a,c,g,i]fluorenylkomplexe des Titans : Synthese und Anwendungen
- Document Abstract: Within the scope of this thesis an array of different tetrabenzo[a,c,g,i]fluorenyltitanium complexes were synthesized and fully characterized starting from the benzofused fluorene derivative tetrabenzo[a,c,g,i]fluorene. By reacting the lithium salt [Tbf][Li(THF)4] with chlorotitanium alkoxides and -phenoxides, tetrabenzo[a,c,g,i]fluorenyltitanium complexes of the general formula [(eta5-Tbf)TiClx(OiPr)] (x = Cl, OiPr) and [(eta5-Tbf)Ti(OAr)] (Ar = C6H5, 4 MeC6H5, 4 tBuC6H5) could be obtained. Furthermore, the TbfTi-complexes [(eta5 Tbf)TiCl2(THF)] and [(?5-Tbf)TiCl3] were synthesized, whereupon the titanium(III) complex [(eta5 Tbf)TiCl2(THF)] was reacted with radicals to give the compounds [(eta5 Tbf)TiCl2TEMPO] and [(eta5 Tbf)TiCl2(OtBu)], and the titanium(IV)-complex [(eta5 Tbf)TiCl3] was reacted with an array of lithiumphenoxides to form monophenoxide complexes of the general formula [(eta5-Tbf)TiCl2(OAr)] (Ar = 4-tBuC6H4, 2,6-Me2C6H3, 2,4,6-Me3C6H2, 2,6-iPr2C6H3, 2,6-Ph2C6H3). Selected compounds were scrutinized as regards their polymerization properties of styrene and ethylene. <engl.> Im Rahmen der vorliegenden Dissertation wurde ausgehend von dem benzanellierten Fluorenylderivat Tetrabenzo[a,c,g,i]fluoren (Tbf) eine Reihe verschiedener Tetrabenzo[a,c,g,i]fluorenyltitankomplexe synthetisiert und umfassend charakterisiert. Durch Umsetzung des Lithiumsalzes [Tbf][Li(THF)4] mit Chlorotitanalkoxiden und -phenoxiden konnten Tetrabenzo[a,c,g,i]fluorenyltitanalkoxo und -phenoxokomplexe der allgemeinen Formel [(eta5-Tbf)TiClx(OiPr)] (x = Cl, OiPr) und [(eta5-Tbf)Ti(OAr)] (Ar = C6H5, 4-MeC6H5, 4 tBuC6H5) dargestellt werden. Des Weiteren wurden die TbfTi-Komplexe [(eta5 Tbf)TiCl2(THF)] und [(eta5-Tbf)TiCl3] dargestellt, wobei der Titan(III)-Komplex [(eta5 Tbf)TiCl2(THF)] mit Radikalen bzw. Radikalbildnern zu [(eta5 Tbf)TiCl2TEMPO] und [(eta5 Tbf)TiCl2(OtBu)], der Titan(IV)-Komplex [(eta5-Tbf)TiCl3] mit Lithiumphenoxiden zu einer Reihe von Monophenoxokomplexen der allgemeinen Formel [(eta5-Tbf)TiCl2(OAr)] (Ar = 4-tBuC6H4, 2,6-Me2C6H3, 2,4,6-Me3C6H2, 2,6-iPr2C6H3, 2,6-Ph2C6H3) umgesetzt werden konnte. Ausgewählte Komplexe wurden hinsichtlich ihrer Fähigkeit zur syndiotaktischen Polymerisation von Styrol bzw. zur Polymerisation von Ethylen untersucht. <dt>
- Document LIN Search class: ['che']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1648315526.jsonld | The Institutionalization of Divestitures : A Meta-Analysis of Stock Market Performance | Divestiture Motives -- Theoretical Background of the Study -- Development of Hypotheses -- Methods -- Results -- Discussion and Conclusion. Restructuring and, therein, divestitures have become an indispensable element of corporate strategy for many firms. Divestitures, defined as a firm’s decision to dispose of a significant portion of its assets, can increase a firm’s strength by changing its asset structure and its resource allocation patterns. Miriam Flickinger investigates the stock market reaction to divestiture announcements from an institutionally-based perspective. In the spirit of organizational theory, this perspective applies the processes of institutionalization to capital markets. It analyzes how organizational practices and policies are perceived by a capital market in which socio-organizational factors play an influential role. Using meta-analytic procedures, the author extends the present financially dominated understanding of divestiture performance implications and offers a new rationale to why shareholders consider divestitures positively. Results show that divestitures are socially embedded when the value of a firm’s divestiture depends on the prevailing institutional logics within the business society. | [
"['oek']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: The Institutionalization of Divestitures : A Meta-Analysis of Stock Market Performance
- Document Abstract: Divestiture Motives -- Theoretical Background of the Study -- Development of Hypotheses -- Methods -- Results -- Discussion and Conclusion. Restructuring and, therein, divestitures have become an indispensable element of corporate strategy for many firms. Divestitures, defined as a firm’s decision to dispose of a significant portion of its assets, can increase a firm’s strength by changing its asset structure and its resource allocation patterns. Miriam Flickinger investigates the stock market reaction to divestiture announcements from an institutionally-based perspective. In the spirit of organizational theory, this perspective applies the processes of institutionalization to capital markets. It analyzes how organizational practices and policies are perceived by a capital market in which socio-organizational factors play an influential role. Using meta-analytic procedures, the author extends the present financially dominated understanding of divestiture performance implications and offers a new rationale to why shareholders consider divestitures positively. Results show that divestitures are socially embedded when the value of a firm’s divestiture depends on the prevailing institutional logics within the business society.
- Document LIN Search class: ['oek']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1692269194.jsonld | Structure and mechanical properties of aluminosilicate glasses | The effect of phosphate on the mechanical properties of aluminosilicate glasses so far has barely been studied. Yet, phosphate incorporation bears potential for changing the polymerisation of aluminosilicate glasses and thus their properties. This thesis presents the first detailed mechanical analysis of phospho-aluminosilicate glasses that includes elastic properties. The studied compositions comprised metaluminous glasses from the system SiO2 - Al2O3 - Na2O - P2O5 with 0 to 7.5 mol% P2O5 and 50 to 70 mol% SiO2. The glass hardness and elastic properties were assessed by several techniques of indentation and sound speed measurement and were found to decrease with increasing P2O5 content. Changes of these properties with increasing SiO2 content were less expressed and could be explained by either density changes or polymerisation. Additionally, the densification upon indentation was studied, as well as crack resistance and strain rate sensitivity. Furthermore, phosphate was found to decrease the glass transition temperature and to impede crystallisation. To tailor glass properties, the structure-property relationships need to be understood. This thesis includes a structural analysis by combined infrared and Raman spectroscopy. A far-infrared analysis of the sodium signal indicated a competition between aluminate and phosphate groups for charge-balancing sodium. Also, a correlation was found between shifts in infrared and Raman spectra and the degree of ionic bonding, represented by the theoretical optical basicity. In summary, the mechanical properties and the structure-property relationships of metaluminous phospho-aluminosilicate glasses were characterised and the analysis of the degree of ionic bonding and of the role of sodium provided new structural insights. | [
"['fer']",
"['che']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Structure and mechanical properties of aluminosilicate glasses
- Document Abstract: The effect of phosphate on the mechanical properties of aluminosilicate glasses so far has barely been studied. Yet, phosphate incorporation bears potential for changing the polymerisation of aluminosilicate glasses and thus their properties. This thesis presents the first detailed mechanical analysis of phospho-aluminosilicate glasses that includes elastic properties. The studied compositions comprised metaluminous glasses from the system SiO2 - Al2O3 - Na2O - P2O5 with 0 to 7.5 mol% P2O5 and 50 to 70 mol% SiO2. The glass hardness and elastic properties were assessed by several techniques of indentation and sound speed measurement and were found to decrease with increasing P2O5 content. Changes of these properties with increasing SiO2 content were less expressed and could be explained by either density changes or polymerisation. Additionally, the densification upon indentation was studied, as well as crack resistance and strain rate sensitivity. Furthermore, phosphate was found to decrease the glass transition temperature and to impede crystallisation. To tailor glass properties, the structure-property relationships need to be understood. This thesis includes a structural analysis by combined infrared and Raman spectroscopy. A far-infrared analysis of the sodium signal indicated a competition between aluminate and phosphate groups for charge-balancing sodium. Also, a correlation was found between shifts in infrared and Raman spectra and the degree of ionic bonding, represented by the theoretical optical basicity. In summary, the mechanical properties and the structure-property relationships of metaluminous phospho-aluminosilicate glasses were characterised and the analysis of the degree of ionic bonding and of the role of sodium provided new structural insights.
- Document LIN Search class: ['fer'], ['che'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A76789815X.jsonld | Privatsphärenschutz vs. Pressefreiheit : eine rechtsvergleichende Untersuchung zum deutschen und russischen Recht im Lichte der EMRK | The paper is dealing with the leading principles relevant for the balancing between the right to respect for private life (in particular the right to protect one's personal image) and the freedom of expression. The paper examines the way the balancing takes place in Russian and German law as well as in the case law of the ECHR in the cases, where the celebrities defend their right to respect for private life against freedom of expression of the press.... | [
"['jur']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Privatsphärenschutz vs. Pressefreiheit : eine rechtsvergleichende Untersuchung zum deutschen und russischen Recht im Lichte der EMRK
- Document Abstract: The paper is dealing with the leading principles relevant for the balancing between the right to respect for private life (in particular the right to protect one's personal image) and the freedom of expression. The paper examines the way the balancing takes place in Russian and German law as well as in the case law of the ECHR in the cases, where the celebrities defend their right to respect for private life against freedom of expression of the press....
- Document LIN Search class: ['jur']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A1772069078.jsonld | The effects of serum Albumin on degradation and metabolism of S1P | Sphingosine-1-phosphate (S1P) is a lipid metabolite with multiple biological functions. The regulation of vascular permeability and control of immune cell trafficking are two elemental functions of S1P-S1P receptor (S1PR) signaling, which is related to the regulation of inflammation. The gradient of S1P concentration in plasma> lymph > tissue is essential for the maintenance of endothelial barrier function and other S1P dependent processes such as leukocyte trafficking. Therefore, the modulation of S1P degradation is a critical event for the S1P-S1PR signaling pathway. It is still largely unclear how S1P is bound to its chaperone serum albumin (SA) and how the SA influences the S1P-S1PR signaling axis. As one of the important chaperones for S1P, the effects of SA on degradation and metabolism of S1P were investigated. Cell culture experiments, liquid chromatography coupled to triple-quadrupole mass spectrometry (LC/MS/MS), spectrometric analyses, fluorescence-activated cell sorting (FACS) and Sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) were used to investigate the effects of bovine serum albumin (BSA) and human serum albumin (HSA) on degradation and metabolism of S1P. Nuclear magnetic resonance (NMR) spectrometry was applied to determine the structure and interaction of S1P and SA in solution, After overnight incubation with (HTC4) wild type cells, S1P was protected from metabolism by BSA and HSA, but ovalbumin (OVA) did not provide such a protective effect. BSA was effectively hydrolyzed by pepsin. The pepsinized BSA and the non-protein part of BSA (NPBSA) cold not protect S1P from the metabolism of HTC4 cells. Serum albumin (SA) inhibited the extracellular dephosphorylation of S1P but did not influence the uptake of sphigosine (Sph) by HTC4 cells. BSA and HSA increased S1P induced S1PR1 internalization after overnight incubation with HTC4 cells, but OVA did not. ... | [
"['bio']",
"['che']",
"['meda']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: The effects of serum Albumin on degradation and metabolism of S1P
- Document Abstract: Sphingosine-1-phosphate (S1P) is a lipid metabolite with multiple biological functions. The regulation of vascular permeability and control of immune cell trafficking are two elemental functions of S1P-S1P receptor (S1PR) signaling, which is related to the regulation of inflammation. The gradient of S1P concentration in plasma> lymph > tissue is essential for the maintenance of endothelial barrier function and other S1P dependent processes such as leukocyte trafficking. Therefore, the modulation of S1P degradation is a critical event for the S1P-S1PR signaling pathway. It is still largely unclear how S1P is bound to its chaperone serum albumin (SA) and how the SA influences the S1P-S1PR signaling axis. As one of the important chaperones for S1P, the effects of SA on degradation and metabolism of S1P were investigated. Cell culture experiments, liquid chromatography coupled to triple-quadrupole mass spectrometry (LC/MS/MS), spectrometric analyses, fluorescence-activated cell sorting (FACS) and Sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) were used to investigate the effects of bovine serum albumin (BSA) and human serum albumin (HSA) on degradation and metabolism of S1P. Nuclear magnetic resonance (NMR) spectrometry was applied to determine the structure and interaction of S1P and SA in solution, After overnight incubation with (HTC4) wild type cells, S1P was protected from metabolism by BSA and HSA, but ovalbumin (OVA) did not provide such a protective effect. BSA was effectively hydrolyzed by pepsin. The pepsinized BSA and the non-protein part of BSA (NPBSA) cold not protect S1P from the metabolism of HTC4 cells. Serum albumin (SA) inhibited the extracellular dephosphorylation of S1P but did not influence the uptake of sphigosine (Sph) by HTC4 cells. BSA and HSA increased S1P induced S1PR1 internalization after overnight incubation with HTC4 cells, but OVA did not. ...
- Document LIN Search class: ['bio'], ['che'], ['meda']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A834651084.jsonld | Jesaja 1 - Eine Exegese der Eröffnung des Jesaja-Buches : Die Präsentation Jesajas und JHWHs, Israels und der Tochter Zion | This new interpretation of the opening of the Book of Isaiah proposes a typology of prophetic categories, challenges the existence of a genre of prophetic rhetoric, and interprets Israel's offenses against the socially vulnerable as a resistance to the just rule of JHWH with calamitous consequences. Seen in the light of Isa.1, Isaiah's speech (Isa.6) is directed against a people whose tyrannical behavior recalls that of the Egyptian Pharaoh | [
"['rel']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Jesaja 1 - Eine Exegese der Eröffnung des Jesaja-Buches : Die Präsentation Jesajas und JHWHs, Israels und der Tochter Zion
- Document Abstract: This new interpretation of the opening of the Book of Isaiah proposes a typology of prophetic categories, challenges the existence of a genre of prophetic rhetoric, and interprets Israel's offenses against the socially vulnerable as a resistance to the just rule of JHWH with calamitous consequences. Seen in the light of Isa.1, Isaiah's speech (Isa.6) is directed against a people whose tyrannical behavior recalls that of the Egyptian Pharaoh
- Document LIN Search class: ['rel']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
3A859343995.jsonld | Correlation between dynamic parameters and device performance of organic solar cells | Organic bulk heterojunction (BHJ) solar cells based on polymer:fullerene blends are a promising alternative for a low-cost solar energy conversion. Despite significant improvements of the power conversion efficiency in recent years, the fundamental working principles of these devices are yet not fully understood. In general, the current output of organic solar cells is determined by the generation of free charge carriers upon light absorption and their transport to the electrodes in competition to the loss of charge carriers due to recombination. The object of this thesis is to provide a comprehensive understanding of the dynamic processes and physical parameters determining the performance. A new approach for analyzing the characteristic current-voltage output was developed comprising the experimental determination of the efficiencies of charge carrier generation, recombination and transport, combined with numerical device simulations. Central issues at the beginning of this work were the influence of an electric field on the free … | [
"['elt']",
"['phy']"
] | <|begin_of_text|><|start_header_id|>system<|end_header_id|>
Cutting Knowledge Date: December 2023
Today Date: 30 May 2025
You are a highly skilled text processing assistant specialized in analyzing and extracting structured information from text. Your task is to identify entities relevant to a given domain and format the output consistently. You excel at understanding context, adhering to instructions, and providing accurate results. Your responses should be clear, concise, and follow any specified requirements, such as output format conventions.<|eot_id|><|start_header_id|>user<|end_header_id|>
### Act as:
You are a librarian and an expert in the GND (the integrated authority files):
Code Classification Number ... Definition Source URL
0 gnd:4003694-7 00 ... NaN NaN
1 gnd:4032393-6 00 ... Verknüpfe mit Anwendungsgebiet NaN
2 gnd:4038971-6 00 ... NaN NaN
3 gnd:4043744-9 00 ... Allgemeinbegriff, verknüpfe mit Anwendungsgebiet NaN
4 gnd:4048300-9 00 ... Etwas, was einer Sache ein bestimmtes (äußere... NaN
... ... ... ... ... ...
204734 gnd:7753641-1 36 ... NaN NaN
204735 gnd:7755608-2 36 ... NaN NaN
204736 gnd:7758731-5 36 ... NaN NaN
204737 gnd:7842847-6 36 ... NaN NaN
204738 gnd:1163295434 36 ... NaN https://www.airfix.com/uk-en/
[204739 rows x 9 columns]
You also have the knowledge of LIN Search classification:
- arc Architecture
- bau Civil engineering
- ber Mining
- bio Life Science
- cet Chemical and environmental engineering
- che Chemistry
- elt Electrical engineering
- fer Material science
- geo Earth science
- his History
- hor Horticulture
- inf Computer science
- jur Law
- lin Linguistics
- lit Literature Studies
- mas Mechanical engineering, energy technology
- mat Mathematics
- med Medical technology
- meda Medicine
- oek Economics
- pae Educational science
- phi Philosophy
- phy Physics
- rel Study of religions
- rest Other subjects
- sow Social sciences
- spo Sports science
- tec Engineering
- ver Traffic engineering
### Given the following details:
- Document Title: Correlation between dynamic parameters and device performance of organic solar cells
- Document Abstract: Organic bulk heterojunction (BHJ) solar cells based on polymer:fullerene blends are a promising alternative for a low-cost solar energy conversion. Despite significant improvements of the power conversion efficiency in recent years, the fundamental working principles of these devices are yet not fully understood. In general, the current output of organic solar cells is determined by the generation of free charge carriers upon light absorption and their transport to the electrodes in competition to the loss of charge carriers due to recombination. The object of this thesis is to provide a comprehensive understanding of the dynamic processes and physical parameters determining the performance. A new approach for analyzing the characteristic current-voltage output was developed comprising the experimental determination of the efficiencies of charge carrier generation, recombination and transport, combined with numerical device simulations. Central issues at the beginning of this work were the influence of an electric field on the free …
- Document LIN Search class: ['elt'], ['phy']
### Your task:
Using your expert knowledge in the conventional use of the GND, you are now tasked to assign **exactly 20** subject titles to documents according to the database of GND subject titles.
Your task is to annotate documents with GND subjects in JSON format based on their content (title and abstract). Use your knowledge of GND annotations and follow the established patterns from past training data.
1. Analyze the title, abstract and LIN Search class of a document and infer GND subject annotations.
2. Produce the output in structured JSON format, maintaining consistency with examples provided.
Rules:
- Always extract subjects from the core concepts mentioned in the title/abstract.
- Include synonyms, variant names, and related subjects in arrays.
- Follow the structure exactly as shown in the examples.
- Always quote the JSON format output between ```json and ```.
- No more than 20 alternate names is allowed for each subject.
- No more than 20 related subjects is allowed for each subject.
### Instructions:
1. Analyze the provided document to identify its core themes, topics, and concepts.
2. Select the most appropriate **20 unique GND subject titles** that align with the content, in the same style as the dataset you were trained on.
3. Rank the GND subject titles according to the relevance to the document, and the likelihood they would be assigned by an expert librarian.
4. Format the output as JSON, adhering to the structure provided below. For each of the subject titles, reply with the name of the subject titles, its names and related subjects in a list.
5. Make sure to complete the JSON output before you hit the maximum token limit, to ensure the correctness of the JSON format.
### Output example:
```json
{
"document_title": "Energie- und Lademanagement für eine CO2-neutralen Beladung von batterieelektrisch betriebenen Service-Fahrzeugen auf dem Flughafenvorfeld",
"assigned_subject_titles": [
{
"Code": "gnd-4014736-8",
"Name": "Energieversorgung",
"Alternate Name": ["Energie", "Energieversorgungssystem", "Energiesystem"],
"Related Subjects": ["Versorgung", "Energieerzeugung", "Energiewirtschaft"]
},
{
"Code": "gnd-4068598-6",
"Name": "Erneuerbare Energien",
"Alternate Name": ["Sanfte Energie", "Erneuerbare Energiequelle", "Regenerative Energiequelle", "Regenerative Energie", "Erneuerbare Energie", "Alternativenergie", "Alternativenergien", "Regenerative Energien", "Alternative Energiequelle", "Grüne Energie", "Green energy"],
"Related Subjects": ["Energiequelle", "Erneuerbare Ressourcen"]
},
...
]
}
```<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
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