Dataset Viewer
filename
string | title
string | abstract
string | pred_lin
sequence | prompt
string |
---|---|---|---|---|
3A839740824.jsonld | Elucidating 2-deoxy-2-fluoro-D-glucose translocation, metabolism, and application in plants | The aim of this thesis was to explore and expand applications of 2-deoxy-2-fluoro-D-glucose (FDG) in plant imaging. In present work, I analyzed FDG translocation and elucidated FDG metabolism in model plant species Arabidopsis. In collaboration with Dr. Meldau, I demonstrated that FDG could be employed as radiotracer to study carbon allocation in Nicotiana upon herbivory. FDG being the glucose analog, it was proposed that FDG could be used as a tracer for photoassimilates. To confirm above hypothesis, I compared radioactivity distribution pattern of two chemically distinct radiotracers, viz. FDG and Ga-citrate. The [18F] and [68Ga] radioactivity distributions were significantly different. [18F] radioactivity distribution pattern was similar to photoassimilates and translocated exclusively via phloem. I also demonstrated that FDG could be employed as a radiotracer for in vivo imaging using positron emission tomography. Further, I analyzed FDG metabolism in Arabidopsis to unravel underlying biochemical pathways. On the basis of exact monoisotopic masses, MS/MS fragmentation, and NMR data; I identified F-gluconic acid, FDG-6-P, F-maltose, and UDP-FDG as end products of FDG metabolism. In plants, FDG was taken up by the cells via HgCl2-sensitive passive uptake process similar to that of glucose. Glycolysis and starch degradation pathway seem to be the important pathways for FDG metabolism in plants. In collaboration with Dr. Meldau, I showed that herbivory increased carbon allocation towards below ground parts such as roots but away from growing parts such as root tips. Experiments with JA-insensitive irCOI1 plant showed that the resultant carbon allocation is dependent upon JA which may be acting in co-ordination with other phytoharmones to regulate plant defense response and plant growth. In conclusion, my thesis provided a basic foundation for establishing FDG as a radiotracer for plant imaging and presents a methodology to trace carbon allocation in plant using FDG. ... | [
"['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: Elucidating 2-deoxy-2-fluoro-D-glucose translocation, metabolism, and application in plants
- Document Abstract: The aim of this thesis was to explore and expand applications of 2-deoxy-2-fluoro-D-glucose (FDG) in plant imaging. In present work, I analyzed FDG translocation and elucidated FDG metabolism in model plant species Arabidopsis. In collaboration with Dr. Meldau, I demonstrated that FDG could be employed as radiotracer to study carbon allocation in Nicotiana upon herbivory. FDG being the glucose analog, it was proposed that FDG could be used as a tracer for photoassimilates. To confirm above hypothesis, I compared radioactivity distribution pattern of two chemically distinct radiotracers, viz. FDG and Ga-citrate. The [18F] and [68Ga] radioactivity distributions were significantly different. [18F] radioactivity distribution pattern was similar to photoassimilates and translocated exclusively via phloem. I also demonstrated that FDG could be employed as a radiotracer for in vivo imaging using positron emission tomography. Further, I analyzed FDG metabolism in Arabidopsis to unravel underlying biochemical pathways. On the basis of exact monoisotopic masses, MS/MS fragmentation, and NMR data; I identified F-gluconic acid, FDG-6-P, F-maltose, and UDP-FDG as end products of FDG metabolism. In plants, FDG was taken up by the cells via HgCl2-sensitive passive uptake process similar to that of glucose. Glycolysis and starch degradation pathway seem to be the important pathways for FDG metabolism in plants. In collaboration with Dr. Meldau, I showed that herbivory increased carbon allocation towards below ground parts such as roots but away from growing parts such as root tips. Experiments with JA-insensitive irCOI1 plant showed that the resultant carbon allocation is dependent upon JA which may be acting in co-ordination with other phytoharmones to regulate plant defense response and plant growth. In conclusion, my thesis provided a basic foundation for establishing FDG as a radiotracer for plant imaging and presents a methodology to trace carbon allocation in plant using FDG. ...
- 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|>
|
3A663599164.jsonld | Optimization of resonances for multilayer x-ray resonators | Resonances in open systems can be described by eigenvalue problems with a radiation condition at infinity and arise in various fields including acoustics, classical mechanics, quantum mechanics, and x-ray physics. This thesis focusses on the optimization of resonances for multilayer x-ray resonators which consist of several layers and support certain resonant states. These resonant states can be excited by x-ray beams under special grazing angles of incidence (corresponding to resonant frequencies of the system) leading to a very high field enhancement inside the system compared to the incident field. X-ray resonators or waveguides can be used for filtering, guiding, and concentration of x-rays, which is for example useful in nanoscale x-ray structure analysis and x-ray imaging. The multilayer structures can be characterized by the refractive index n. We want to find a function n for which the field enhancement in the multilayer structure for a resonant angle of incidence is maximized subject to side constraints on n. For the optimization problem we use an objective function involving complex resonances and corresponding resonance functions. Analytic expressions for the derivatives of resonances and resonance functions with respect to n are derived using perturbation theory of linear operators. As a side product, approximation formulas for the reflectivity are obtained, in particular a mathematical justification for the widely used kinematic approximation. Higher order Taylor approximations and Padé approximations lead to significant improvements of the standard approximation formulas, especially close to the critical angle. We explain how the optimization problem can be discretized and finish with numerical computation leading to improved multilayer x-ray resonators for several situations. | [
"['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: Optimization of resonances for multilayer x-ray resonators
- Document Abstract: Resonances in open systems can be described by eigenvalue problems with a radiation condition at infinity and arise in various fields including acoustics, classical mechanics, quantum mechanics, and x-ray physics. This thesis focusses on the optimization of resonances for multilayer x-ray resonators which consist of several layers and support certain resonant states. These resonant states can be excited by x-ray beams under special grazing angles of incidence (corresponding to resonant frequencies of the system) leading to a very high field enhancement inside the system compared to the incident field. X-ray resonators or waveguides can be used for filtering, guiding, and concentration of x-rays, which is for example useful in nanoscale x-ray structure analysis and x-ray imaging. The multilayer structures can be characterized by the refractive index n. We want to find a function n for which the field enhancement in the multilayer structure for a resonant angle of incidence is maximized subject to side constraints on n. For the optimization problem we use an objective function involving complex resonances and corresponding resonance functions. Analytic expressions for the derivatives of resonances and resonance functions with respect to n are derived using perturbation theory of linear operators. As a side product, approximation formulas for the reflectivity are obtained, in particular a mathematical justification for the widely used kinematic approximation. Higher order Taylor approximations and Padé approximations lead to significant improvements of the standard approximation formulas, especially close to the critical angle. We explain how the optimization problem can be discretized and finish with numerical computation leading to improved multilayer x-ray resonators for several situations.
- 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|>
|
3A1701683628.jsonld | The making of totalitarian city in Pyongyang : The spatial transition from free to ideology, and for marktization | Space is a social product and a social producer. The main aim of this thesis is to reveal ‘the process of totalitarian city making in Pyongyang’, especially in the light of the interaction between the power and urban space. The totalitarian city of Pyongyang was born out of modernization in the process of masses formation. During the growth of colonial capitalism and Christian liberal ideas, Pyongyang was modernized and displayed the characteristics of a modern city with industrialization and urbanization. During the introduction of Japanese colonial capitalism, peasants, women, and slaves became the first masses and urban poor, and they later transformed into the mob; their violence was finally demonstrated during the Anti-Chinese Riot. After the 1945 independence, Kim’s regime formed the one-party state with a cry for revolution. They produced an atmosphere of imminent war to instill fear and hatred into the psyche of Pyongyang citizens. The regime eliminated all political opponents in 1967 and finally declared the totalitarian ideology in 1974. During this process, Pyongyang demonstrated two main characteristics of a totalitarian city: the space of terror and of ideology. The space of terror produces the fear of death and the space of ideology controls the thought and life of citizens. After entry to the market, to keep Kim’s controlling power, the regime used the strategy of location exchange. The camp, market, and Foreign Currency Shop were effective tools to prepare for executives’ gifts. However, the market also produces the desire not only for consumption but also for freedom and truth; it is tearing down the foundation of the totalitarian city of Pyongyang. This research focuses primarily on the interaction between political power and urban space. In the process of making a totalitarian city, the power produced urban space and it influenced the psyche of Pyongyang citizens. Even though this spatial transition has created the totalitarian city and helped maintain political power, it also led and produced intended or unintended social variation in Pyongyang society. | [
"['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 making of totalitarian city in Pyongyang : The spatial transition from free to ideology, and for marktization
- Document Abstract: Space is a social product and a social producer. The main aim of this thesis is to reveal ‘the process of totalitarian city making in Pyongyang’, especially in the light of the interaction between the power and urban space. The totalitarian city of Pyongyang was born out of modernization in the process of masses formation. During the growth of colonial capitalism and Christian liberal ideas, Pyongyang was modernized and displayed the characteristics of a modern city with industrialization and urbanization. During the introduction of Japanese colonial capitalism, peasants, women, and slaves became the first masses and urban poor, and they later transformed into the mob; their violence was finally demonstrated during the Anti-Chinese Riot. After the 1945 independence, Kim’s regime formed the one-party state with a cry for revolution. They produced an atmosphere of imminent war to instill fear and hatred into the psyche of Pyongyang citizens. The regime eliminated all political opponents in 1967 and finally declared the totalitarian ideology in 1974. During this process, Pyongyang demonstrated two main characteristics of a totalitarian city: the space of terror and of ideology. The space of terror produces the fear of death and the space of ideology controls the thought and life of citizens. After entry to the market, to keep Kim’s controlling power, the regime used the strategy of location exchange. The camp, market, and Foreign Currency Shop were effective tools to prepare for executives’ gifts. However, the market also produces the desire not only for consumption but also for freedom and truth; it is tearing down the foundation of the totalitarian city of Pyongyang. This research focuses primarily on the interaction between political power and urban space. In the process of making a totalitarian city, the power produced urban space and it influenced the psyche of Pyongyang citizens. Even though this spatial transition has created the totalitarian city and helped maintain political power, it also led and produced intended or unintended social variation in Pyongyang society.
- 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|>
|
3A1797011669.jsonld | Der Westen als Wir-Gruppe im "Kampf der Kulturen" : Diskursanalysen zu sprachlichen Konstruktionen der sozialen Welt | What is the "clash of civilizations"? What are us-group constructions? What is the West? This critical discourse analysis informed by cognitive linguistics answers these questions in detail using a data set comprising more than 100,000 German-language print media articles. It presents highly relevant findings on the use of "we" and "us," as well as on the media production of large social groups and political and cultural global conflicts. Verlagsinfo: Dieser Band präsentiert eine korpusbasierte, kognitionslinguistisch informierte, kritische Diskursanalyse zur sprachlichen Konstruktion von sozialen Großeinheiten wie Kollektiven und Eigen-Gruppen. Insbesondere die Rolle "des Westens" im sogenannten "Kampf der Kulturen" in deutschsprachigen Printmedien wird detailliert herausgearbeitet. Präzise analysiert wird der vielfältige Gebrauch des Personalpronomens "Wir". Die Datengrundlage der - qualitative und quantitative Zugänge verbindenden - repräsentativen Untersuchung bilden mehr als 100.000 Pressetexte deutschsprachiger Zeitschriften und Zeitungen, die in einem Zeitraum von 1993 bis 2019 erschienen sind. Mit ihrem interdisziplinären Zugriff richtet sich die Untersuchung nicht nur an ein linguistisches Fachpublikum, sondern an alle, die in sozialwissenschaftlicher und philosophischer Perspektive an dem komplexen Zusammenhang von Sprache und sozialen Konstruktionen, Diskurs und Identität, Medien und Kollektivität interessiert sind. Die Untersuchung liefert hierzu hochrelevante, korpuslinguistisch fundierte neue Forschungsergebnisse und innovative Terminologien. | [
"['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: Der Westen als Wir-Gruppe im "Kampf der Kulturen" : Diskursanalysen zu sprachlichen Konstruktionen der sozialen Welt
- Document Abstract: What is the "clash of civilizations"? What are us-group constructions? What is the West? This critical discourse analysis informed by cognitive linguistics answers these questions in detail using a data set comprising more than 100,000 German-language print media articles. It presents highly relevant findings on the use of "we" and "us," as well as on the media production of large social groups and political and cultural global conflicts. Verlagsinfo: Dieser Band präsentiert eine korpusbasierte, kognitionslinguistisch informierte, kritische Diskursanalyse zur sprachlichen Konstruktion von sozialen Großeinheiten wie Kollektiven und Eigen-Gruppen. Insbesondere die Rolle "des Westens" im sogenannten "Kampf der Kulturen" in deutschsprachigen Printmedien wird detailliert herausgearbeitet. Präzise analysiert wird der vielfältige Gebrauch des Personalpronomens "Wir". Die Datengrundlage der - qualitative und quantitative Zugänge verbindenden - repräsentativen Untersuchung bilden mehr als 100.000 Pressetexte deutschsprachiger Zeitschriften und Zeitungen, die in einem Zeitraum von 1993 bis 2019 erschienen sind. Mit ihrem interdisziplinären Zugriff richtet sich die Untersuchung nicht nur an ein linguistisches Fachpublikum, sondern an alle, die in sozialwissenschaftlicher und philosophischer Perspektive an dem komplexen Zusammenhang von Sprache und sozialen Konstruktionen, Diskurs und Identität, Medien und Kollektivität interessiert sind. Die Untersuchung liefert hierzu hochrelevante, korpuslinguistisch fundierte neue Forschungsergebnisse und innovative Terminologien.
- 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|>
|
3A1635583365.jsonld | Critical branding : postcolonial studies and the market | Critical Branding: Postcolonial Studies and the Market provides an original answer to what Sarah Brouillette has called postcolonial studies’ ‘longstanding materialist challenge’, illuminating the relationship between what is often broadly called ‘the market’ and the practice and positionality of postcolonial critics and their field, postcolonial studies. After much attention has been paid to the status of literary writers in markets, and after a range of sweeping attacks against the field for its alleged ‘complicity’ with capitalism, this study takes the crucial step of systematically exploring the engagement of postcolonial critics in market practice, substituting an automatic sense of accusation (Dirlik), dread (Westall; Brouillette), rage (Young; Williams), or irony (Huggan; Ponzanesi; Mendes) with a nuanced exploration and critique. Bringing together concepts from business studies, postcolonial studies, queer studies, and literary and cultural studies in an informed way, Critical Branding sets on a thorough theoretical footing a range of categories that, while increasingly current, remain surprisingly obscure, such as the market, market forces, and branding. It also provides new concepts with which to think the market as a dimension of practice, such as brand narratives, brand acts, and brand politics. At a time when the marketisation of the university system and the resulting effects on academics are much on our minds, Critical Branding is a timely contribution that explores how diversely postcolonial studies and the market intersect, for better and for worse. | [
"['lit']",
"['lin']"
] | <|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: Critical branding : postcolonial studies and the market
- Document Abstract: Critical Branding: Postcolonial Studies and the Market provides an original answer to what Sarah Brouillette has called postcolonial studies’ ‘longstanding materialist challenge’, illuminating the relationship between what is often broadly called ‘the market’ and the practice and positionality of postcolonial critics and their field, postcolonial studies. After much attention has been paid to the status of literary writers in markets, and after a range of sweeping attacks against the field for its alleged ‘complicity’ with capitalism, this study takes the crucial step of systematically exploring the engagement of postcolonial critics in market practice, substituting an automatic sense of accusation (Dirlik), dread (Westall; Brouillette), rage (Young; Williams), or irony (Huggan; Ponzanesi; Mendes) with a nuanced exploration and critique. Bringing together concepts from business studies, postcolonial studies, queer studies, and literary and cultural studies in an informed way, Critical Branding sets on a thorough theoretical footing a range of categories that, while increasingly current, remain surprisingly obscure, such as the market, market forces, and branding. It also provides new concepts with which to think the market as a dimension of practice, such as brand narratives, brand acts, and brand politics. At a time when the marketisation of the university system and the resulting effects on academics are much on our minds, Critical Branding is a timely contribution that explores how diversely postcolonial studies and the market intersect, for better and for worse.
- Document LIN Search class: ['lit'], ['lin']
### 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|>
|
3A852164181.jsonld | Metal complexes with sulfur ligands as cytotoxic agents | A series of Pt(II) complexes with a ligand system based on ß-hydroxydithiocinnamic esters are described as potential cytotoxic agents. The pharmacophore was adapted by using different substituents at the aromatic moiety and by varying the alkyl chain lengths at the dithioester unit. Coordination towards a Pt(II) center afforded neutral (O,S) bidentate complexes where the ligand sphere is completed by a chlorido ligand and DMSO, which coordinates via its S atom. To achieve different polarities and hence degrees of aqueous solubility, the metal complexes’ behavior in aqueous solution was assessed by UV-vis spectroscopy, giving information on aquation processes and solubility behavior. The compounds’ biological activity against representative cancer cell lines was assessed. Fluorescence microscopy provided first visual impression of cellular response to the reported compounds. Biomolecule interaction studies were then conducted using ESI mass spectrometry and UV-visible spectroscopy. A panel of model proteins was investigated and stable binding of the (O,S)Pt unit towards amino acid side chains revealed. Binding motifs were furthermore analyzed by X-ray crystallographic studies. Subsequently, the compounds’ binding ability towards DNA was probed using 9-methylguanine and single-strand oligonucleotides. Also in this case, stable coordination of the (O,S)Pt unit was found. To enable an enhanced compound targeting towards cancer cells with peptide conjugates, synthetic pathways towards the formation of bioconjugates were explored. Two general methods to link the (O,S)Pt pharmacophore to a model peptide were applied, 1,3-dipolar azide-alkyne cycloaddition and the linking via amide bonds. To this aim, the ligand system was derivatized with alkyne-, azide-, and carboxy substituents and reacted with Leu5-Enkephalin bearing the respective complimentary functional group. | [
"['che']",
"['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: Metal complexes with sulfur ligands as cytotoxic agents
- Document Abstract: A series of Pt(II) complexes with a ligand system based on ß-hydroxydithiocinnamic esters are described as potential cytotoxic agents. The pharmacophore was adapted by using different substituents at the aromatic moiety and by varying the alkyl chain lengths at the dithioester unit. Coordination towards a Pt(II) center afforded neutral (O,S) bidentate complexes where the ligand sphere is completed by a chlorido ligand and DMSO, which coordinates via its S atom. To achieve different polarities and hence degrees of aqueous solubility, the metal complexes’ behavior in aqueous solution was assessed by UV-vis spectroscopy, giving information on aquation processes and solubility behavior. The compounds’ biological activity against representative cancer cell lines was assessed. Fluorescence microscopy provided first visual impression of cellular response to the reported compounds. Biomolecule interaction studies were then conducted using ESI mass spectrometry and UV-visible spectroscopy. A panel of model proteins was investigated and stable binding of the (O,S)Pt unit towards amino acid side chains revealed. Binding motifs were furthermore analyzed by X-ray crystallographic studies. Subsequently, the compounds’ binding ability towards DNA was probed using 9-methylguanine and single-strand oligonucleotides. Also in this case, stable coordination of the (O,S)Pt unit was found. To enable an enhanced compound targeting towards cancer cells with peptide conjugates, synthetic pathways towards the formation of bioconjugates were explored. Two general methods to link the (O,S)Pt pharmacophore to a model peptide were applied, 1,3-dipolar azide-alkyne cycloaddition and the linking via amide bonds. To this aim, the ligand system was derivatized with alkyne-, azide-, and carboxy substituents and reacted with Leu5-Enkephalin bearing the respective complimentary functional group.
- Document LIN Search class: ['che'], ['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|>
|
3A557628083.jsonld | Minimisation of optical pathlength noise for the detection of gravitational waves with the spaceborne laser interferometer LISA and LISA pathfinder | Gravitational waves, space interferometry, laser control loops. - Gravitationswellen, Weltrauminterferometrie, Laserstabilisierung | [
"['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: Minimisation of optical pathlength noise for the detection of gravitational waves with the spaceborne laser interferometer LISA and LISA pathfinder
- Document Abstract: Gravitational waves, space interferometry, laser control loops. - Gravitationswellen, Weltrauminterferometrie, Laserstabilisierung
- 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|>
|
3A684812711.jsonld | Entwicklung einer Ultraschallsensorik zur Online-Charakterisierung der Aufreinigung von Proteinen | Ultraschall, Downstream Analytik, Ultraschallgeschwindigkeit. - Ultrasonic, downstream analytics, ultrasonic velocity | [
"['phy']",
"['tec']"
] | <|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 Ultraschallsensorik zur Online-Charakterisierung der Aufreinigung von Proteinen
- Document Abstract: Ultraschall, Downstream Analytik, Ultraschallgeschwindigkeit. - Ultrasonic, downstream analytics, ultrasonic velocity
- Document LIN Search class: ['phy'], ['tec']
### 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|>
|
3A629781648.jsonld | Wissensgemeinschaft-basiertes Vorgehensmodell zur Interaktion zwischen Forschung und Industrie | Community of Practice, CoP, Knowledge Management, Knowledge Communities. - Companies today invest more and more in how to best manage their knowledge in order to stay competitive get into new markets and react faster to evolving needs and trends. The need for integration between both research and industry is well known. However, the reduction of lead-times and validation and publication of (research)results require a strengthened interaction. Objective of the developed and here described approach is an improved interaction by concurrent exploitation of interactive methods used in virtual and non-virtual communities of practice. Thus it is targeting organizations and individuals who are willing to exchange knowledge and findings in order to e.g. validate them, derive new questions or apply these findings within a community of practice or cooperation. | [
"['oek']",
"['inf']",
"['pae']",
"['sow']",
"['tec']"
] | <|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: Wissensgemeinschaft-basiertes Vorgehensmodell zur Interaktion zwischen Forschung und Industrie
- Document Abstract: Community of Practice, CoP, Knowledge Management, Knowledge Communities. - Companies today invest more and more in how to best manage their knowledge in order to stay competitive get into new markets and react faster to evolving needs and trends. The need for integration between both research and industry is well known. However, the reduction of lead-times and validation and publication of (research)results require a strengthened interaction. Objective of the developed and here described approach is an improved interaction by concurrent exploitation of interactive methods used in virtual and non-virtual communities of practice. Thus it is targeting organizations and individuals who are willing to exchange knowledge and findings in order to e.g. validate them, derive new questions or apply these findings within a community of practice or cooperation.
- Document LIN Search class: ['oek'], ['inf'], ['pae'], ['sow'], ['tec']
### 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|>
|
3A507924339.jsonld | A life cycle for clusters? : the dynamics of agglomeration, change, and adaptation | The phenomenon of non-random spatial concentrations of firms in one or few related sectors (clusters) is intensively debated in economic theory and policy. The euphoria about successful clusters however neglects that historically, many thriving clusters did deteriorate into old industrial areas. This book studies the determinants of cluster survival by analyzing their adaptability to change in the economic environment. Linking theoretic knowledge with empirical observations, a simulation model (based in the N/K method) is developed, which explains when and why the cluster's architecture assists or hampers adaptability. It is found that architectures with intermediate degrees of division of labour and more collective governance forms foster adaptability. Cluster development is thus path dependent as architectures having evolved over time impact on the likelihood of future survival. TOC:Part I The rationale for studying cluster dynamics: Introduction: Clusters, change and adaptation.- Part II Literature review - The benefits of co-location: Stability and change: Driving cluster development; The nature of the beast - On the notion of agglomeration externalities.- Part III Towards a complexity perspective on clusters: Clusters, change and adaptation: Sticky places in slippery space?; Modelling adaptation in clusters - The promise of complexity theory.- Part IV Model development - Clusters as complex adaptive systems: Micromotives and macrobehaviour - Dynamics of N/K systems; Clusters as co-evolving N/K systems.- Part V Division of labour, co-ordination and cluster adaptation: Clusters, change and adaptation - Simulation results; Model contribution, limitation and avenues for future research.- Appendices. | [
"['oek']",
"['geo']",
"['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: A life cycle for clusters? : the dynamics of agglomeration, change, and adaptation
- Document Abstract: The phenomenon of non-random spatial concentrations of firms in one or few related sectors (clusters) is intensively debated in economic theory and policy. The euphoria about successful clusters however neglects that historically, many thriving clusters did deteriorate into old industrial areas. This book studies the determinants of cluster survival by analyzing their adaptability to change in the economic environment. Linking theoretic knowledge with empirical observations, a simulation model (based in the N/K method) is developed, which explains when and why the cluster's architecture assists or hampers adaptability. It is found that architectures with intermediate degrees of division of labour and more collective governance forms foster adaptability. Cluster development is thus path dependent as architectures having evolved over time impact on the likelihood of future survival. TOC:Part I The rationale for studying cluster dynamics: Introduction: Clusters, change and adaptation.- Part II Literature review - The benefits of co-location: Stability and change: Driving cluster development; The nature of the beast - On the notion of agglomeration externalities.- Part III Towards a complexity perspective on clusters: Clusters, change and adaptation: Sticky places in slippery space?; Modelling adaptation in clusters - The promise of complexity theory.- Part IV Model development - Clusters as complex adaptive systems: Micromotives and macrobehaviour - Dynamics of N/K systems; Clusters as co-evolving N/K systems.- Part V Division of labour, co-ordination and cluster adaptation: Clusters, change and adaptation - Simulation results; Model contribution, limitation and avenues for future research.- Appendices.
- Document LIN Search class: ['oek'], ['geo'], ['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|>
|
3A883092387.jsonld | Classical molecular dynamics simulation of fluorophilic and lipophilic molecules in a membrane environment | dipalmitoylphosphatidylcholine; fluorinated compounds; fluorotelomer alcohol; phase transition; diffusion; miscibility; fluorophilicity; configurations Gegenstand dieser Arbeit ist die Berechnung von räumlichen Verteilungsfunktionen und der Diffusion von perfluorierten Alkanen in einer Phospholipid-Doppelschicht mithilfe von Molekulardynamik-Simulationen. Perfluorierte Molekükle besitzen eine besondere Art von Philie (Fluorophilie), welche sie zu interressanten Kandidaten für die Untersuchung in Lipid-Doppelschichten macht. Ein besonderer Schwerpunkt wurde auf die Untersuchung der Auswirkungen von zusätzlichen Funktionalisierungen der Alkane (durch Carboxyl-und Hydroxy-Gruppen) auf die Dipalmitoylphosphatidylcholine-(DPPC)-Membran gelegt, welche in Wasser vollständig solvatisiert ist. Das Ziel des Projekts ist die Beschreibung des komplexen Zusammenspiels des lipophilen Kerns und der hydrophilen Kopfgruppen der Lipid-Doppelschicht mit den funktionalisierten fluorophilen Alkanen. Für die längerkettigen Alkane kann ein schnelleres Eindringen in die Membran unter Reduktion der translationellen und rotatorischen Bewegung beobachtet werden. Zusätzlich wurde hier ein Clustering-Phänomen beobachtet. Dynamische Größen, wie eine Zunahme des Ordnungs-Parameters und der gauche-trans-Konformationen (bezogen auf die Alkylketten der Lipid-Doppelschicht) wurden ebenfalls berechnet. Auf der Grundlage der Informationen aus den Dichteprofilen und der signifikanten Reduktion der benötigen Fläche pro Lipid kann ein Phasenübergang innerhalb der Lipid-Doppelschicht angenommen werden. This thesis deals with the prediction of the spatial distribution and diffusive dynamics of perfluorinated alkane molecules within a phospholipid bilayer by means of molecular dynamics simulations. Perfluorinated molecules exhibit a special type of philicity (fluorophilicity). This special feature makes perfluorinated molecules an interesting agent for insertion into lipid bilayers. A particular spotlight is put on the effect of adding a further functionality (an acidic and an alcoholic end-group) on the properties of the alkanes within the dipalmitoylphosphatidylcholine (DPPC) membrane which is fully solvated in liquid water. The aim of this project is to elucidate the complex interplay of the lipophilic core and the hydrophilic polar head groups of the lipid bilayer with the functionalized fluorophilic alkane molecules. During their interactions, the longer chain molecules showed faster penetration with a reduction in their translational and rotational movement and also shows clustering phenomenon. Dynamical observations such as an increase of the order parameters and gauche-trans conformations, related to the alkyl chains of the lipid bilayer were also computed. On the basis of information obtained from the density profiles and significant reduction of Area/Lipid, one can observe, phase transition of the lipid. Dipalmitoylphosphatidylcholin; fluorierte Verbindungen; Fluortelomeralkohol; Phasenübergang; Diffusion; Mischbarkeit; Fluorophilie; Konfigurationen | [
"['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: Classical molecular dynamics simulation of fluorophilic and lipophilic molecules in a membrane environment
- Document Abstract: dipalmitoylphosphatidylcholine; fluorinated compounds; fluorotelomer alcohol; phase transition; diffusion; miscibility; fluorophilicity; configurations Gegenstand dieser Arbeit ist die Berechnung von räumlichen Verteilungsfunktionen und der Diffusion von perfluorierten Alkanen in einer Phospholipid-Doppelschicht mithilfe von Molekulardynamik-Simulationen. Perfluorierte Molekükle besitzen eine besondere Art von Philie (Fluorophilie), welche sie zu interressanten Kandidaten für die Untersuchung in Lipid-Doppelschichten macht. Ein besonderer Schwerpunkt wurde auf die Untersuchung der Auswirkungen von zusätzlichen Funktionalisierungen der Alkane (durch Carboxyl-und Hydroxy-Gruppen) auf die Dipalmitoylphosphatidylcholine-(DPPC)-Membran gelegt, welche in Wasser vollständig solvatisiert ist. Das Ziel des Projekts ist die Beschreibung des komplexen Zusammenspiels des lipophilen Kerns und der hydrophilen Kopfgruppen der Lipid-Doppelschicht mit den funktionalisierten fluorophilen Alkanen. Für die längerkettigen Alkane kann ein schnelleres Eindringen in die Membran unter Reduktion der translationellen und rotatorischen Bewegung beobachtet werden. Zusätzlich wurde hier ein Clustering-Phänomen beobachtet. Dynamische Größen, wie eine Zunahme des Ordnungs-Parameters und der gauche-trans-Konformationen (bezogen auf die Alkylketten der Lipid-Doppelschicht) wurden ebenfalls berechnet. Auf der Grundlage der Informationen aus den Dichteprofilen und der signifikanten Reduktion der benötigen Fläche pro Lipid kann ein Phasenübergang innerhalb der Lipid-Doppelschicht angenommen werden. This thesis deals with the prediction of the spatial distribution and diffusive dynamics of perfluorinated alkane molecules within a phospholipid bilayer by means of molecular dynamics simulations. Perfluorinated molecules exhibit a special type of philicity (fluorophilicity). This special feature makes perfluorinated molecules an interesting agent for insertion into lipid bilayers. A particular spotlight is put on the effect of adding a further functionality (an acidic and an alcoholic end-group) on the properties of the alkanes within the dipalmitoylphosphatidylcholine (DPPC) membrane which is fully solvated in liquid water. The aim of this project is to elucidate the complex interplay of the lipophilic core and the hydrophilic polar head groups of the lipid bilayer with the functionalized fluorophilic alkane molecules. During their interactions, the longer chain molecules showed faster penetration with a reduction in their translational and rotational movement and also shows clustering phenomenon. Dynamical observations such as an increase of the order parameters and gauche-trans conformations, related to the alkyl chains of the lipid bilayer were also computed. On the basis of information obtained from the density profiles and significant reduction of Area/Lipid, one can observe, phase transition of the lipid. Dipalmitoylphosphatidylcholin; fluorierte Verbindungen; Fluortelomeralkohol; Phasenübergang; Diffusion; Mischbarkeit; Fluorophilie; Konfigurationen
- 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|>
|
3A1769431195.jsonld | Das Grundrecht auf sexuelle Selbstbestimmung : zugleich eine gewährleistungsdogmatische Rekonstruktion des Rechts auf die freie Entfaltung der Persönlichkeit | The thesis deals with the right to sexual autonomy in German constitutional law. The author shows that the approaches adopted by the Federal Constitutional Court and legal scholarship do not adequately reflect social change in the area of sexualities and develops a legal concept of the right that emphasizes on personal autonomy and sexual consent. Ausgehend von dem gesellschaftlichen Wandel in der Bewertung von Sexualitäten analysiert die Arbeit den Gewährleistungsgehalt des Grundrechts auf sexuelle Selbstbestimmung. Unter Auswertung bestehender Konzeptionen in der Rechtsprechung des Bundesverfassungsgerichts und der Rechtswissenschaft wird das Recht auf sexuelle Selbstbestimmung als Ausprägung des Rechts auf die freie Entfaltung der Persönlichkeit konturiert. Auf der Grundlage eines personalen Autonomiekonzepts schlägt die Autorin eine aktualisierende Interpretation des Rechts auf freie Entfaltung der Persönlichkeit aus Art. 2 Abs. 1 GG vor, die Bedingungen für sexuell selbstbestimmtes Entscheiden und Handeln in den Fokus rückt und staatliche Gewährleistungspflichten präzisiert. | [
"['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: Das Grundrecht auf sexuelle Selbstbestimmung : zugleich eine gewährleistungsdogmatische Rekonstruktion des Rechts auf die freie Entfaltung der Persönlichkeit
- Document Abstract: The thesis deals with the right to sexual autonomy in German constitutional law. The author shows that the approaches adopted by the Federal Constitutional Court and legal scholarship do not adequately reflect social change in the area of sexualities and develops a legal concept of the right that emphasizes on personal autonomy and sexual consent. Ausgehend von dem gesellschaftlichen Wandel in der Bewertung von Sexualitäten analysiert die Arbeit den Gewährleistungsgehalt des Grundrechts auf sexuelle Selbstbestimmung. Unter Auswertung bestehender Konzeptionen in der Rechtsprechung des Bundesverfassungsgerichts und der Rechtswissenschaft wird das Recht auf sexuelle Selbstbestimmung als Ausprägung des Rechts auf die freie Entfaltung der Persönlichkeit konturiert. Auf der Grundlage eines personalen Autonomiekonzepts schlägt die Autorin eine aktualisierende Interpretation des Rechts auf freie Entfaltung der Persönlichkeit aus Art. 2 Abs. 1 GG vor, die Bedingungen für sexuell selbstbestimmtes Entscheiden und Handeln in den Fokus rückt und staatliche Gewährleistungspflichten präzisiert.
- 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|>
|
3A1656034700.jsonld | 129 Xe Relaxation and Rabi Oscillations | This thesis describes longitudinal nuclear relaxation measurements of solid 129Xe near 77 K with previously unattainable reproducibility, and demonstrates differences in relaxation, dependent upon the way in which the solid is condensed. These results are directly applicable to the generation and storage of large quantities of hyperpolarized 129Xe for various applications, such as lung magnetic resonance imaging (MRI). The thesis features a sophisticated theoretical approach to these data sets, including modifications to a well-established Raman-phonon scattering theory that may explain the larger scatter in and discrepancies with previous work | [
"['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: 129 Xe Relaxation and Rabi Oscillations
- Document Abstract: This thesis describes longitudinal nuclear relaxation measurements of solid 129Xe near 77 K with previously unattainable reproducibility, and demonstrates differences in relaxation, dependent upon the way in which the solid is condensed. These results are directly applicable to the generation and storage of large quantities of hyperpolarized 129Xe for various applications, such as lung magnetic resonance imaging (MRI). The thesis features a sophisticated theoretical approach to these data sets, including modifications to a well-established Raman-phonon scattering theory that may explain the larger scatter in and discrepancies with previous work
- 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|>
|
3A630453799.jsonld | Studies on the microbial halogen cycle : reactions of fungal peroxidases and bacterial reductive dehalogenases | Halogenated metabolites are produced e. g. by lignin degrading fungi and may be available to organohalide respiring anaerobes in natural environments. However, it is unclear if there is any connection between aerobic halogenation and anaerobic dehalogenation. The aims of the present study were to answer this question and to shed some light on microbial halogenation and dehalogenation involving halide ions other than the well studied Cl- (e. g. Br-, F-). Using Sulfurospirillum multivorans and Desulfitobacterium hafniense PCE-S and their purified tetrachloroethene reductive dehalogenases as a model system, dehalogenation of brominated alkenes was investigated and compared with that of their chlorinated analogues. It was found that debromination proceeded at a lower stereospecificity than dechlorination; the reaction mechanism of dechlorination and debromination of the halogenated alkenes appeared to be very similar and that the carbon backbone had a more significant effect on the reaction mechanism than the type of halogen. Peroxidases of the halogenating fungus Bjerkandera adusta Ud1 were studied for halide ion-involved reactions. The versatile peroxidases purified from this fungus were found to exhibit brominating activity. For the first time, a variety of substrates were found to be fluoride-dependently converted by manganese peroxidase in the absence of Mn(II). A hypothesis was brought up that a long-range electron transfer pathway might have been activated by the conformational changes occurred upon fluoride binding. The putative interaction of halogenating fungi and dehalogenating anaerobic bacteria was studied. Halogenated metabolites were produced by B. adusta strain Ud1 and dehalogenated by the anaerobe D. hafniense DCB-2. Furthermore, a dehalogenating Desulfitobacterium strain was isolated from forest soil, where ligninolytic enzyme activities were detected, pointing to an interaction between halogenating lignin-degrading fungi and dehalogenating anaerobe. | [
"['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: Studies on the microbial halogen cycle : reactions of fungal peroxidases and bacterial reductive dehalogenases
- Document Abstract: Halogenated metabolites are produced e. g. by lignin degrading fungi and may be available to organohalide respiring anaerobes in natural environments. However, it is unclear if there is any connection between aerobic halogenation and anaerobic dehalogenation. The aims of the present study were to answer this question and to shed some light on microbial halogenation and dehalogenation involving halide ions other than the well studied Cl- (e. g. Br-, F-). Using Sulfurospirillum multivorans and Desulfitobacterium hafniense PCE-S and their purified tetrachloroethene reductive dehalogenases as a model system, dehalogenation of brominated alkenes was investigated and compared with that of their chlorinated analogues. It was found that debromination proceeded at a lower stereospecificity than dechlorination; the reaction mechanism of dechlorination and debromination of the halogenated alkenes appeared to be very similar and that the carbon backbone had a more significant effect on the reaction mechanism than the type of halogen. Peroxidases of the halogenating fungus Bjerkandera adusta Ud1 were studied for halide ion-involved reactions. The versatile peroxidases purified from this fungus were found to exhibit brominating activity. For the first time, a variety of substrates were found to be fluoride-dependently converted by manganese peroxidase in the absence of Mn(II). A hypothesis was brought up that a long-range electron transfer pathway might have been activated by the conformational changes occurred upon fluoride binding. The putative interaction of halogenating fungi and dehalogenating anaerobic bacteria was studied. Halogenated metabolites were produced by B. adusta strain Ud1 and dehalogenated by the anaerobe D. hafniense DCB-2. Furthermore, a dehalogenating Desulfitobacterium strain was isolated from forest soil, where ligninolytic enzyme activities were detected, pointing to an interaction between halogenating lignin-degrading fungi and dehalogenating anaerobe.
- 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|>
|
3A639557074.jsonld | The solubility of sulfur and chlorine in H2O-bearing dacites of Krakatau and basalts of Mt. Etna | Sulfur, chlorine, volatile partitioning, basaltic melt, magma degassing. - Schwefel, Chlor, Volatile, Basalt, magmatische Entgasung | [
"['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: The solubility of sulfur and chlorine in H2O-bearing dacites of Krakatau and basalts of Mt. Etna
- Document Abstract: Sulfur, chlorine, volatile partitioning, basaltic melt, magma degassing. - Schwefel, Chlor, Volatile, Basalt, magmatische Entgasung
- 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|>
|
3A1869979877.jsonld | Jamaica Kincaid’s writings of history : a poetics of impermanence | Jamaica Kincaid's works consistently explore how colonial history affects contemporary everyday lives. Throughout her novels, short fiction, and non-fictional essays, Kincaid's texts engage with history through its medial representations, which are starkly determined by colonial perspectives. This study examines the entanglements of temporalities in current perceptions of the past and how literary text intervenes in historical consciousness. With a focus on the media text, image, and the human body, the chapters of this book demonstrate how Kincaid's "poetics of impermanence" counter colonial representations of history with strategies of ambiguity, repetition, and redirection. Kincaid's texts repeat and revise aspects of colonial history - a process that decenters the totality of historical colonial ideology and replaces it with self-determined versions of the past through a multiplication of perspectives and voices | [
"['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: Jamaica Kincaid’s writings of history : a poetics of impermanence
- Document Abstract: Jamaica Kincaid's works consistently explore how colonial history affects contemporary everyday lives. Throughout her novels, short fiction, and non-fictional essays, Kincaid's texts engage with history through its medial representations, which are starkly determined by colonial perspectives. This study examines the entanglements of temporalities in current perceptions of the past and how literary text intervenes in historical consciousness. With a focus on the media text, image, and the human body, the chapters of this book demonstrate how Kincaid's "poetics of impermanence" counter colonial representations of history with strategies of ambiguity, repetition, and redirection. Kincaid's texts repeat and revise aspects of colonial history - a process that decenters the totality of historical colonial ideology and replaces it with self-determined versions of the past through a multiplication of perspectives and voices
- 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|>
|
3A864341687.jsonld | Connectivity of Boolean satisfiability | Komplexität, Erfüllbarkeit, Zusammenhang in Graphen, Boolesche CSPs, Boolesche Schaltkreise, Post'scher Verband, Dichotomien. - Computational complexity, Boolean satisfiability, graph connectivity, Boolean CSPs, Boolean circuits, Post's lattice, dichotomy theorems | [
"['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: Connectivity of Boolean satisfiability
- Document Abstract: Komplexität, Erfüllbarkeit, Zusammenhang in Graphen, Boolesche CSPs, Boolesche Schaltkreise, Post'scher Verband, Dichotomien. - Computational complexity, Boolean satisfiability, graph connectivity, Boolean CSPs, Boolean circuits, Post's lattice, dichotomy theorems
- 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|>
|
3A1048875970.jsonld | Arbeitsunfall 4.0 : die Abgrenzung privater und beruflicher Risikosphären in der modernen Arbeitswelt | Digitisation and tertiarisation have made it difficult to categorise activities as private or work-related. The two notions that have traditionally been used to make that distinction – i.e. place of work and working time – are losing their importance. An increasing number of em-ployees are subject to the phenomenon of blurred boundaries: They set their own hours, work from home or on-the-go. German Social Accident Insurance, however, determines the question of coverage on the allocation of the accident to either the work sphere or the private sphere of the aggrieved party.The book explores the extent to which it is necessary to modernise the way risks are allocat-ed in order to not discriminate against those who have jobs outside of traditional parameters and discusses whether it is still adequate to base allocation mechanisms on the principles of the employers’ business risk and duties of care.By way of extensive dogmatic analysis and a comparison with other systems of risk allocation, the study proposes a modern take on allocating risks with just results for both employers and employees from all fields of work. Arbeits- und Privatsphäre sind in der modernen Arbeitswelt untrennbar vermengt: Nicht nur wandert die Arbeit immer mehr in die vormals privat konnotierte Sphäre des Arbeitnehmers, sondern auch umgekehrt gelangt immer mehr Privates in den betrieblichen Bereich.Das Unfallversicherungsrecht jedoch basiert auf der Trennung beider Sphären. In der Konsequenz verfehlt es bei Gestaltungen wie dem Homeoffice, der ständigen Erreichbarkeit oder der mobilen Arbeit seinen Zweck: ArbeitnehmerInnen in modernen Arbeitsverhältnissen werden im Gegensatz zu ArbeitnehmerInnen in traditionellen, dem fordistisch-tayloristischen Modell folgenden Arbeitsverhältnissen weniger vor den Konsequenzen von Unfällen im Zusammenhang mit ihrer Berufstätigkeit geschützt.Das Werk nimmt sich dieser bisher nicht gelösten Problematik an. Über die Auseinandersetzung mit der Dogmatik des Arbeitsunfalls sowie des beamtenrechtlichen Dienstunfalls, des gesellschaftlichen und sozialpolitischen Kontextes der Unfallversicherung und den Gegebenheiten von Arbeit 4.0 gelangt das Buch zu einer Fortentwicklung der Dogmatik der Betriebsrisikolehre und zeigt auf, wie sich eine sowohl den Arbeitgeber- als auch den Arbeitnehmerinteressen gerechte Zuordnung der Risiken erreichen lässt. | [
"['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: Arbeitsunfall 4.0 : die Abgrenzung privater und beruflicher Risikosphären in der modernen Arbeitswelt
- Document Abstract: Digitisation and tertiarisation have made it difficult to categorise activities as private or work-related. The two notions that have traditionally been used to make that distinction – i.e. place of work and working time – are losing their importance. An increasing number of em-ployees are subject to the phenomenon of blurred boundaries: They set their own hours, work from home or on-the-go. German Social Accident Insurance, however, determines the question of coverage on the allocation of the accident to either the work sphere or the private sphere of the aggrieved party.The book explores the extent to which it is necessary to modernise the way risks are allocat-ed in order to not discriminate against those who have jobs outside of traditional parameters and discusses whether it is still adequate to base allocation mechanisms on the principles of the employers’ business risk and duties of care.By way of extensive dogmatic analysis and a comparison with other systems of risk allocation, the study proposes a modern take on allocating risks with just results for both employers and employees from all fields of work. Arbeits- und Privatsphäre sind in der modernen Arbeitswelt untrennbar vermengt: Nicht nur wandert die Arbeit immer mehr in die vormals privat konnotierte Sphäre des Arbeitnehmers, sondern auch umgekehrt gelangt immer mehr Privates in den betrieblichen Bereich.Das Unfallversicherungsrecht jedoch basiert auf der Trennung beider Sphären. In der Konsequenz verfehlt es bei Gestaltungen wie dem Homeoffice, der ständigen Erreichbarkeit oder der mobilen Arbeit seinen Zweck: ArbeitnehmerInnen in modernen Arbeitsverhältnissen werden im Gegensatz zu ArbeitnehmerInnen in traditionellen, dem fordistisch-tayloristischen Modell folgenden Arbeitsverhältnissen weniger vor den Konsequenzen von Unfällen im Zusammenhang mit ihrer Berufstätigkeit geschützt.Das Werk nimmt sich dieser bisher nicht gelösten Problematik an. Über die Auseinandersetzung mit der Dogmatik des Arbeitsunfalls sowie des beamtenrechtlichen Dienstunfalls, des gesellschaftlichen und sozialpolitischen Kontextes der Unfallversicherung und den Gegebenheiten von Arbeit 4.0 gelangt das Buch zu einer Fortentwicklung der Dogmatik der Betriebsrisikolehre und zeigt auf, wie sich eine sowohl den Arbeitgeber- als auch den Arbeitnehmerinteressen gerechte Zuordnung der Risiken erreichen lässt.
- 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|>
|
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