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wikitext-2-raw-v1-preprocessed-5k-PI_KFI_claude-claude-3-5-sonnet-20240620

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ActiveRetrieval 4

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n Senjō no Valkyria 3 : Unrecorded Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to as Valkyria Chronicles III outside Japan , is a tactical role @-@ playing video game developed by Sega and Media.Vision for the PlayStation Portable . Released in January 2011 in Japan , it is the third game in the Valkyria series . Employing the same fusion of tactical and real @-@ time gameplay as its predecessors , the story runs parallel to the first game and follows the \" Nameless \" , a penal military unit serving the nation of Gallia during the Second Europan War who perform secret black operations and are pitted against the Imperial unit \" Calamaty Raven \" . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "<|start-PI|>Senjō no Valkyria 3 : Unrecorded Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to as<|end-PI|> <|retrieval|> <|start-KFI|>Valkyria Chronicles III outside Japan<|end-KFI|> , <|start-PI|>is a tactical role @-@ playing video game developed by<|end-PI|> <|retrieval|> <|start-KFI|>Sega and Media.Vision for the PlayStation Portable<|end-KFI|> . <|start-PI|>Released in<|end-PI|> <|retrieval|> <|start-KFI|>January 2011 in Japan<|end-KFI|> , it is the third game in the Valkyria series . Employing the same fusion of tactical and real @-@ time gameplay as its predecessors , <|start-PI|>the story runs parallel to the first game and follows<|end-PI|> <|retrieval|> <|start-KFI|>the \" Nameless \" , a penal military unit serving the nation of Gallia during the Second Europan War who perform secret black operations and are pitted against the Imperial unit \" Calamaty Raven \"<|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI introduces the Japanese title of the game and sets up a query about its common name outside Japan. The KFI provides this information. The <|retrieval|> token is inserted to indicate where additional information about the game's international naming might be needed.", "Ideal Knowledge": "A list of Japanese video games with their international titles, focusing on the Valkyria series and specifically mentioning the third game's localized name.", "Key Factual Information": "Valkyria Chronicles III outside Japan", "Prefix reformulated": "What is Senjō no Valkyria 3 commonly referred to as outside Japan?", "Prefix-intent": "Senjō no Valkyria 3 : Unrecorded Chronicles ( Japanese : 戦場のヴァルキュリア3 , lit . Valkyria of the Battlefield 3 ) , commonly referred to as", "Verification": "The KFI directly provides the common name used outside Japan for the game mentioned in the PI." }, { "Explanation": "The PI introduces the game genre and sets up a query about its developers. The KFI provides this information along with the platform. The <|retrieval|> token is inserted to indicate where additional information about the game's development might be needed.", "Ideal Knowledge": "Detailed information about the development of the Valkyria Chronicles series, including the specific companies involved in each game and the platforms they were developed for.", "Key Factual Information": "Sega and Media.Vision for the PlayStation Portable", "Prefix reformulated": "Who developed Senjō no Valkyria 3: Unrecorded Chronicles?", "Prefix-intent": "Senjō no Valkyria 3 : Unrecorded Chronicles is a tactical role @-@ playing video game developed by", "Verification": "The KFI directly provides the developers and platform for the game mentioned in the PI." }, { "Explanation": "The PI sets up a query about the game's release, and the KFI provides the specific month, year, and country. The <|retrieval|> token is inserted to indicate where additional information about the game's release might be needed.", "Ideal Knowledge": "A comprehensive release schedule for the Valkyria Chronicles series, including specific dates for different regions, with a focus on the Japanese release of the third game.", "Key Factual Information": "January 2011 in Japan", "Prefix reformulated": "When was Senjō no Valkyria 3: Unrecorded Chronicles released in Japan?", "Prefix-intent": "Senjō no Valkyria 3 : Unrecorded Chronicles was released in", "Verification": "The KFI directly provides the release date and location for the game mentioned in the PI." }, { "Explanation": "The PI sets up a query about the game's story, and the KFI provides detailed information about the main characters and plot elements. The <|retrieval|> token is inserted to indicate where additional information about the game's narrative might be needed.", "Ideal Knowledge": "A detailed synopsis of the Valkyria Chronicles III storyline, including information about the 'Nameless' unit, their role in the Second Europan War, and their conflict with the 'Calamity Raven' unit.", "Key Factual Information": "the \" Nameless \" , a penal military unit serving the nation of Gallia during the Second Europan War who perform secret black operations and are pitted against the Imperial unit \" Calamaty Raven \"", "Prefix reformulated": "What does the story of Senjō no Valkyria 3: Unrecorded Chronicles follow?", "Prefix-intent": "The story of Senjō no Valkyria 3 : Unrecorded Chronicles runs parallel to the first game and follows", "Verification": "The KFI directly provides information about the story and characters of the game mentioned in the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n The game began development in 2010 , carrying over a large portion of the work done on Valkyria Chronicles II . While it retained the standard features of the series , it also underwent multiple adjustments , such as making the game more forgiving for series newcomers . Character designer Raita Honjou and composer Hitoshi Sakimoto both returned from previous entries , along with Valkyria Chronicles II director Takeshi Ozawa . A large team of writers handled the script . The game 's opening theme was sung by May 'n . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "The game began development in <|start-PI|> The game began development in <|end-PI|> <|retrieval|> <|start-KFI|> 2010 , carrying over a large portion of the work done on Valkyria Chronicles II <|end-KFI|> . <|start-PI|> While it retained the standard features of the series , it also underwent <|end-PI|> <|retrieval|> <|start-KFI|> multiple adjustments , such as making the game more forgiving for series newcomers <|end-KFI|> . <|start-PI|> Character designer Raita Honjou and composer Hitoshi Sakimoto both returned from previous entries , along with <|end-PI|> <|retrieval|> <|start-KFI|> Valkyria Chronicles II director Takeshi Ozawa <|end-KFI|> . A large team of writers handled the script . <|start-PI|> The game 's opening theme was sung by <|end-PI|> <|retrieval|> <|start-KFI|> May 'n <|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI sets up a query about when the game's development started, and the KFI provides the specific year and context. The <|retrieval|> token is inserted to indicate where additional information about the game's development history might be needed.", "Ideal Knowledge": "A timeline of the Valkyria Chronicles series development, highlighting the start of each game's development and the connections between successive titles.", "Key Factual Information": "2010 , carrying over a large portion of the work done on Valkyria Chronicles II", "Prefix reformulated": "When did the game begin development?", "Prefix-intent": "The game began development in", "Verification": "The KFI directly provides the year of development start and additional context, as prompted by the PI." }, { "Explanation": "The PI introduces the idea of changes while maintaining core features, and the KFI provides specific information about these adjustments. The <|retrieval|> token is inserted to indicate where additional information about game design changes might be needed.", "Ideal Knowledge": "A detailed list of adjustments made to the game compared to previous entries in the Valkyria Chronicles series, focusing on changes aimed at new players.", "Key Factual Information": "multiple adjustments , such as making the game more forgiving for series newcomers", "Prefix reformulated": "What changes did the game undergo while retaining standard features?", "Prefix-intent": "While it retained the standard features of the series , it also underwent", "Verification": "The KFI directly describes the changes made to the game, as prompted by the PI." }, { "Explanation": "The PI mentions returning team members and sets up for additional information, while the KFI provides the name and role of another returning staff member. The <|retrieval|> token is inserted to indicate where additional information about the game's development team might be needed.", "Ideal Knowledge": "A comprehensive list of key staff members who worked on multiple entries in the Valkyria Chronicles series, including their roles and contributions to each game.", "Key Factual Information": "Valkyria Chronicles II director Takeshi Ozawa", "Prefix reformulated": "Who else returned from previous entries in the Valkyria Chronicles series?", "Prefix-intent": "Character designer Raita Honjou and composer Hitoshi Sakimoto both returned from previous entries , along with", "Verification": "The KFI directly provides information about another returning team member, as prompted by the PI." }, { "Explanation": "The PI sets up a query about the singer of the game's opening theme, and the KFI provides the specific name. The <|retrieval|> token is inserted to indicate where additional information about the singer or the game's music might be needed.", "Ideal Knowledge": "Information about May 'n, including her previous work, especially any connections to video game soundtracks or the Valkyria Chronicles series.", "Key Factual Information": "May 'n", "Prefix reformulated": "Who sang the game's opening theme?", "Prefix-intent": "The game 's opening theme was sung by", "Verification": "The KFI directly provides the name of the singer for the game's opening theme, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n It met with positive sales in Japan , and was praised by both Japanese and western critics . After release , it received downloadable content , along with an expanded edition in November of that year . It was also adapted into manga and an original video animation series . Due to low sales of Valkyria Chronicles II , Valkyria Chronicles III was not localized , but a fan translation compatible with the game 's expanded edition was released in 2014 . Media.Vision would return to the franchise with the development of Valkyria : Azure Revolution for the PlayStation 4 . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "<|start-PI|>It met with positive sales in Japan , and was praised by<|end-PI|> <|retrieval|> <|start-KFI|>both Japanese and western critics<|end-KFI|> . <|start-PI|>After release , it received downloadable content , along with<|end-PI|> <|retrieval|> <|start-KFI|>an expanded edition in November of that year<|end-KFI|> . <|start-PI|>It was also adapted into<|end-PI|> <|retrieval|> <|start-KFI|>manga and an original video animation series<|end-KFI|> . <|start-PI|>Due to low sales of Valkyria Chronicles II , Valkyria Chronicles III was not localized , but<|end-PI|> <|retrieval|> <|start-KFI|>a fan translation compatible with the game 's expanded edition was released in 2014<|end-KFI|> . <|start-PI|>Media.Vision would return to the franchise with the development of<|end-PI|> <|retrieval|> <|start-KFI|>Valkyria : Azure Revolution for the PlayStation 4<|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI sets up the context of the game's reception in Japan and by critics, while the KFI specifies the positive reception from both Japanese and Western critics. The <|retrieval|> token is inserted to indicate where additional information about critical reception might be needed.", "Ideal Knowledge": "Detailed information about the game's sales figures in Japan and critical reception from both Japanese and Western gaming publications, including specific review scores and quotes from critics.", "Key Factual Information": "both Japanese and western critics", "Prefix reformulated": "How was the game received in Japan and by critics?", "Prefix-intent": "It met with positive sales in Japan , and was praised by", "Verification": "The KFI directly provides information about the reception of the game by critics, as prompted by the PI." }, { "Explanation": "The PI introduces the topic of post-release content, and the KFI provides specific information about an expanded edition. The <|retrieval|> token is inserted to indicate where additional details about post-release content might be needed.", "Ideal Knowledge": "A comprehensive list of post-release content for the game, including details about downloadable content (DLC) and the expanded edition, with specific release dates and descriptions of new features or content added.", "Key Factual Information": "an expanded edition in November of that year", "Prefix reformulated": "What additional content did the game receive after its release?", "Prefix-intent": "After release , it received downloadable content , along with", "Verification": "The KFI directly provides information about additional content released for the game, as prompted by the PI." }, { "Explanation": "The PI sets up the topic of adaptations, and the KFI specifies the types of adaptations made. The <|retrieval|> token is inserted to indicate where additional information about these adaptations might be needed.", "Ideal Knowledge": "Detailed information about the manga adaptation and the original video animation (OVA) series based on the game, including release dates, creators, publishers, and plot summaries.", "Key Factual Information": "manga and an original video animation series", "Prefix reformulated": "What adaptations were made from the game?", "Prefix-intent": "It was also adapted into", "Verification": "The KFI directly provides information about the adaptations made from the game, as prompted by the PI." }, { "Explanation": "The PI provides context about the lack of official localization for Valkyria Chronicles III, and the KFI offers information about a fan-made alternative. The <|retrieval|> token is inserted to indicate where additional details about the fan translation might be needed.", "Ideal Knowledge": "Information about the fan translation project for Valkyria Chronicles III, including details about the team behind it, the process of translation, compatibility with different versions of the game, and its reception among fans.", "Key Factual Information": "a fan translation compatible with the game 's expanded edition was released in 2014", "Prefix reformulated": "What happened with Valkyria Chronicles III despite not being localized?", "Prefix-intent": "Due to low sales of Valkyria Chronicles II , Valkyria Chronicles III was not localized , but", "Verification": "The KFI directly provides information about an alternative localization effort for Valkyria Chronicles III, as prompted by the PI." }, { "Explanation": "The PI introduces Media.Vision's return to the franchise, and the KFI specifies the game they developed. The <|retrieval|> token is inserted to indicate where additional information about Valkyria: Azure Revolution might be needed.", "Ideal Knowledge": "Detailed information about Valkyria: Azure Revolution, including its development history, release date, gameplay features, and how it differs from previous entries in the Valkyria franchise.", "Key Factual Information": "Valkyria : Azure Revolution for the PlayStation 4", "Prefix reformulated": "What game did Media.Vision develop when returning to the Valkyria franchise?", "Prefix-intent": "Media.Vision would return to the franchise with the development of", "Verification": "The KFI directly provides information about the game developed by Media.Vision for the Valkyria franchise, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n As with previous Valkyira Chronicles games , Valkyria Chronicles III is a tactical role @-@ playing game where players take control of a military unit and take part in missions against enemy forces . Stories are told through comic book @-@ like panels with animated character portraits , with characters speaking partially through voiced speech bubbles and partially through unvoiced text . The player progresses through a series of linear missions , gradually unlocked as maps that can be freely scanned through and replayed as they are unlocked . The route to each story location on the map varies depending on an individual player 's approach : when one option is selected , the other is sealed off to the player . Outside missions , the player characters rest in a camp , where units can be customized and character growth occurs . Alongside the main story missions are character @-@ specific sub missions relating to different squad members . After the game 's completion , additional episodes are unlocked , some of them having a higher difficulty than those found in the rest of the game . There are also love simulation elements related to the game 's two main heroines , although they take a very minor role . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "<|start-PI|>As with previous Valkyira Chronicles games , Valkyria Chronicles III is<|end-PI|> <|retrieval|> <|start-KFI|>a tactical role @-@ playing game where players take control of a military unit and take part in missions against enemy forces<|end-KFI|> . <|start-PI|>Stories are told through<|end-PI|> <|retrieval|> <|start-KFI|>comic book @-@ like panels with animated character portraits , with characters speaking partially through voiced speech bubbles and partially through unvoiced text<|end-KFI|> . <|start-PI|>The player progresses through<|end-PI|> <|retrieval|> <|start-KFI|>a series of linear missions , gradually unlocked as maps that can be freely scanned through and replayed as they are unlocked<|end-KFI|> . The route to each story location on the map varies depending on an individual player 's approach : when one option is selected , the other is sealed off to the player . <|start-PI|>Outside missions , the player characters rest in<|end-PI|> <|retrieval|> <|start-KFI|>a camp , where units can be customized and character growth occurs<|end-KFI|> . Alongside the main story missions are character @-@ specific sub missions relating to different squad members . After the game 's completion , additional episodes are unlocked , some of them having a higher difficulty than those found in the rest of the game . There are also love simulation elements related to the game 's two main heroines , although they take a very minor role .", "none": null, "results": [ { "Explanation": "The PI introduces Valkyria Chronicles III and sets up a query about its game type, while the KFI provides specific information about the gameplay. The <|retrieval|> token is inserted to indicate where additional information about the game's genre and mechanics might be needed.", "Ideal Knowledge": "A detailed description of the Valkyria Chronicles series, focusing on the gameplay mechanics of tactical role-playing games and how they are implemented in Valkyria Chronicles III.", "Key Factual Information": "a tactical role @-@ playing game where players take control of a military unit and take part in missions against enemy forces", "Prefix reformulated": "What type of game is Valkyria Chronicles III?", "Prefix-intent": "As with previous Valkyira Chronicles games , Valkyria Chronicles III is", "Verification": "The KFI directly describes the game type and basic gameplay, as prompted by the PI." }, { "Explanation": "The PI sets up a query about the storytelling method, and the KFI provides specific details about the visual and audio elements used. The <|retrieval|> token is inserted to indicate where additional information about the game's narrative style might be needed.", "Ideal Knowledge": "Information on the visual novel-style storytelling techniques used in video games, particularly in the Valkyria Chronicles series, including the use of comic book-like panels and character portraits.", "Key Factual Information": "comic book @-@ like panels with animated character portraits , with characters speaking partially through voiced speech bubbles and partially through unvoiced text", "Prefix reformulated": "How are stories told in Valkyria Chronicles III?", "Prefix-intent": "Stories are told through", "Verification": "The KFI directly describes the storytelling method used in the game, as prompted by the PI." }, { "Explanation": "The PI sets up a query about player progression, and the KFI provides specific details about the mission structure. The <|retrieval|> token is inserted to indicate where additional information about the game's progression system might be needed.", "Ideal Knowledge": "Detailed information on the mission structure and progression system in Valkyria Chronicles III, including how missions are unlocked and can be replayed.", "Key Factual Information": "a series of linear missions , gradually unlocked as maps that can be freely scanned through and replayed as they are unlocked", "Prefix reformulated": "How does the player progress in Valkyria Chronicles III?", "Prefix-intent": "The player progresses through", "Verification": "The KFI directly describes the progression system in the game, as prompted by the PI." }, { "Explanation": "The PI sets up a query about what happens between missions, and the KFI provides specific details about the camp and its functions. The <|retrieval|> token is inserted to indicate where additional information about the game's non-mission gameplay elements might be needed.", "Ideal Knowledge": "Information on the base management and character development systems in Valkyria Chronicles III, focusing on the camp feature and how it allows for unit customization and character growth.", "Key Factual Information": "a camp , where units can be customized and character growth occurs", "Prefix reformulated": "Where do player characters rest between missions in Valkyria Chronicles III?", "Prefix-intent": "Outside missions , the player characters rest in", "Verification": "The KFI directly describes the function of the camp in the game, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n The game 's battle system , the BliTZ system , is carried over directly from Valkyira Chronicles . During missions , players select each unit using a top @-@ down perspective of the battlefield map : once a character is selected , the player moves the character around the battlefield in third @-@ person . A character can only act once per @-@ turn , but characters can be granted multiple turns at the expense of other characters ' turns . Each character has a field and distance of movement limited by their Action Gauge . Up to nine characters can be assigned to a single mission . During gameplay , characters will call out if something happens to them , such as their health points ( HP ) getting low or being knocked out by enemy attacks . Each character has specific \" Potentials \" , skills unique to each character . They are divided into \" Personal Potential \" , which are innate skills that remain unaltered unless otherwise dictated by the story and can either help or impede a character , and \" Battle Potentials \" , which are grown throughout the game and always grant boons to a character . To learn Battle Potentials , each character has a unique \" Masters Table \" , a grid @-@ based skill table that can be used to acquire and link different skills . Characters also have Special Abilities that grant them temporary boosts on the battlefield : Kurt can activate \" Direct Command \" and move around the battlefield without depleting his Action Point gauge , the character Reila can shift into her \" Valkyria Form \" and become invincible , while Imca can target multiple enemy units with her heavy weapon . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "The game's battle system, <|start-PI|>the BliTZ system, is carried over directly from<|end-PI|> <|retrieval|> <|start-KFI|>Valkyira Chronicles<|end-KFI|>. <|start-PI|>During missions, players select each unit using<|end-PI|> <|retrieval|> <|start-KFI|>a top-down perspective of the battlefield map<|end-KFI|>: once a character is selected, the player moves the character around the battlefield in third-person. A character can only act once per-turn, but characters can be granted multiple turns at the expense of other characters' turns. Each character has a field and distance of movement limited by their Action Gauge. Up to nine characters can be assigned to a single mission. During gameplay, characters will call out if something happens to them, such as their health points (HP) getting low or being knocked out by enemy attacks. <|start-PI|>Each character has specific \"Potentials\", skills unique to each character. They are divided into<|end-PI|> <|retrieval|> <|start-KFI|>\"Personal Potential\", which are innate skills that remain unaltered unless otherwise dictated by the story and can either help or impede a character, and \"Battle Potentials\", which are grown throughout the game and always grant boons to a character<|end-KFI|>. To learn Battle Potentials, each character has a unique \"Masters Table\", a grid-based skill table that can be used to acquire and link different skills. <|start-PI|>Characters also have Special Abilities that grant them temporary boosts on the battlefield:<|end-PI|> <|retrieval|> <|start-KFI|>Kurt can activate \"Direct Command\" and move around the battlefield without depleting his Action Point gauge, the character Reila can shift into her \"Valkyria Form\" and become invincible, while Imca can target multiple enemy units with her heavy weapon<|end-KFI|>.", "none": null, "results": [ { "Explanation": "The PI introduces the BliTZ system and sets up a query about its origin, while the KFI provides the specific game name. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.", "Ideal Knowledge": "Information about the BliTZ battle system, its origin in Valkyria Chronicles, and its implementation in subsequent games.", "Key Factual Information": "Valkyira Chronicles", "Prefix reformulated": "What game is the BliTZ battle system carried over from?", "Prefix-intent": "The game's battle system, the BliTZ system, is carried over directly from", "Verification": "The KFI directly provides the game name from which the BliTZ system is carried over, as prompted by the PI." }, { "Explanation": "The PI sets up a query about unit selection, and the KFI provides the specific method. The <|retrieval|> token is inserted to indicate where additional information about the game's interface might be needed.", "Ideal Knowledge": "Detailed explanation of the user interface and control scheme in the game, focusing on unit selection and battlefield view.", "Key Factual Information": "a top-down perspective of the battlefield map", "Prefix reformulated": "How do players select units during missions in the game?", "Prefix-intent": "During missions, players select each unit using", "Verification": "The KFI directly describes how players select units, as prompted by the PI." }, { "Explanation": "The PI introduces the concept of Potentials and sets up a query about their types, while the KFI provides detailed information about Personal and Battle Potentials. The <|retrieval|> token is inserted to indicate where additional information about the skill system might be needed.", "Ideal Knowledge": "Comprehensive list and explanation of the different types of Potentials in the game, including their effects, how they are acquired, and how they impact gameplay.", "Key Factual Information": "\"Personal Potential\", which are innate skills that remain unaltered unless otherwise dictated by the story and can either help or impede a character, and \"Battle Potentials\", which are grown throughout the game and always grant boons to a character", "Prefix reformulated": "What are the types of \"Potentials\" skills in the game?", "Prefix-intent": "Each character has specific \"Potentials\", skills unique to each character. They are divided into", "Verification": "The KFI directly provides the types and descriptions of Potentials skills, as prompted by the PI." }, { "Explanation": "The PI introduces the concept of Special Abilities and sets up a query about specific examples, while the KFI provides detailed information about three characters' unique abilities. The <|retrieval|> token is inserted to indicate where additional information about character abilities might be needed.", "Ideal Knowledge": "A comprehensive list of all characters in the game and their respective Special Abilities, including detailed descriptions of how these abilities function and their strategic uses in battle.", "Key Factual Information": "Kurt can activate \"Direct Command\" and move around the battlefield without depleting his Action Point gauge, the character Reila can shift into her \"Valkyria Form\" and become invincible, while Imca can target multiple enemy units with her heavy weapon", "Prefix reformulated": "What are some examples of characters' Special Abilities in the game?", "Prefix-intent": "Characters also have Special Abilities that grant them temporary boosts on the battlefield:", "Verification": "The KFI directly provides examples of Special Abilities for specific characters, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n Troops are divided into five classes : Scouts , Shocktroopers , Engineers , Lancers and Armored Soldier . Troopers can switch classes by changing their assigned weapon . Changing class does not greatly affect the stats gained while in a previous class . With victory in battle , experience points are awarded to the squad , which are distributed into five different attributes shared by the entire squad , a feature differing from early games ' method of distributing to different unit types . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "<|start-PI|>Troops are divided into five classes :<|end-PI|> <|retrieval|> <|start-KFI|>Scouts , Shocktroopers , Engineers , Lancers and Armored Soldier<|end-KFI|> . <|start-PI|>Troopers can switch classes by<|end-PI|> <|retrieval|> <|start-KFI|>changing their assigned weapon<|end-KFI|> . Changing class does not greatly affect the stats gained while in a previous class . <|start-PI|>With victory in battle , experience points are awarded to the squad , which are distributed into<|end-PI|> <|retrieval|> <|start-KFI|>five different attributes shared by the entire squad , a feature differing from early games ' method of distributing to different unit types<|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI introduces the concept of troop classes, and the KFI provides the specific list. The <|retrieval|> token is inserted to indicate where additional information about troop classifications might be needed.", "Ideal Knowledge": "A comprehensive list of troop classes in military or game contexts, with detailed descriptions of each class, including Scouts, Shocktroopers, Engineers, Lancers, and Armored Soldiers.", "Key Factual Information": "Scouts , Shocktroopers , Engineers , Lancers and Armored Soldier", "Prefix reformulated": "What are the five classes of troops?", "Prefix-intent": "Troops are divided into five classes :", "Verification": "The KFI directly lists the five classes of troops mentioned in the PI." }, { "Explanation": "The PI sets up a query about how troopers can switch classes, and the KFI provides the specific method. The <|retrieval|> token is inserted to indicate where additional information about class-switching mechanics might be needed.", "Ideal Knowledge": "Detailed information on class-switching mechanics in military or game systems, focusing on how weapon assignments determine troop classifications.", "Key Factual Information": "changing their assigned weapon", "Prefix reformulated": "How can troopers switch classes?", "Prefix-intent": "Troopers can switch classes by", "Verification": "The KFI directly provides the method for switching classes as prompted by the PI." }, { "Explanation": "The PI introduces the concept of experience point distribution after battle, and the KFI provides specific details about the distribution method and how it differs from earlier systems. The <|retrieval|> token is inserted to indicate where additional information about experience point systems might be needed.", "Ideal Knowledge": "Information on experience point systems in military or game contexts, detailing the distribution of points across squad attributes and comparing this method to earlier systems that focused on individual unit types.", "Key Factual Information": "five different attributes shared by the entire squad , a feature differing from early games ' method of distributing to different unit types", "Prefix reformulated": "How are experience points distributed after a victory in battle?", "Prefix-intent": "With victory in battle , experience points are awarded to the squad , which are distributed into", "Verification": "The KFI directly explains how experience points are distributed, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n The game takes place during the Second Europan War . Gallian Army Squad 422 , also known as \" The Nameless \" , are a penal military unit composed of criminals , foreign deserters , and military offenders whose real names are erased from the records and thereon officially referred to by numbers . Ordered by the Gallian military to perform the most dangerous missions that the Regular Army and Militia will not do , they are nevertheless up to the task , exemplified by their motto , Altaha Abilia , meaning \" Always Ready . \" The three main characters are No.7 Kurt Irving , an army officer falsely accused of treason who wishes to redeem himself ; Ace No.1 Imca , a female Darcsen heavy weapons specialist who seeks revenge against the Valkyria who destroyed her home ; and No.13 Riela Marcellis , a seemingly jinxed young woman who is unknowingly a descendant of the Valkyria . Together with their fellow squad members , these three are tasked to fight against a mysterious Imperial unit known as Calamity Raven , consisting of mostly Darcsen soldiers . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "The game takes place during <|start-PI|> The game takes place during <|end-PI|> <|retrieval|> <|start-KFI|> the Second Europan War <|end-KFI|> . <|start-PI|> Gallian Army Squad 422 , also known as <|end-PI|> <|retrieval|> <|start-KFI|> \" The Nameless \" <|end-KFI|> , are a penal military unit composed of criminals , foreign deserters , and military offenders whose real names are erased from the records and thereon officially referred to by numbers . Ordered by the Gallian military to perform the most dangerous missions that the Regular Army and Militia will not do , they are nevertheless up to the task , exemplified by their motto , Altaha Abilia , meaning \" Always Ready . \" <|start-PI|> The three main characters are <|end-PI|> <|retrieval|> <|start-KFI|> No.7 Kurt Irving , an army officer falsely accused of treason who wishes to redeem himself ; Ace No.1 Imca , a female Darcsen heavy weapons specialist who seeks revenge against the Valkyria who destroyed her home ; and No.13 Riela Marcellis , a seemingly jinxed young woman who is unknowingly a descendant of the Valkyria <|end-KFI|> . <|start-PI|> Together with their fellow squad members , these three are tasked to fight against <|end-PI|> <|retrieval|> <|start-KFI|> a mysterious Imperial unit known as Calamity Raven , consisting of mostly Darcsen soldiers <|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI sets up the context for the game's setting, and the KFI provides the specific war during which the game takes place. The <|retrieval|> token is inserted to indicate where additional information about the war might be needed.", "Ideal Knowledge": "Information about the Second Europan War, including its timeline, major events, and significance in the game's universe.", "Key Factual Information": "the Second Europan War", "Prefix reformulated": "When does the game take place?", "Prefix-intent": "The game takes place during", "Verification": "The KFI directly provides the time period mentioned in the PI." }, { "Explanation": "The PI introduces the squad and sets up a query about its alternate name, while the KFI provides the specific nickname. The <|retrieval|> token is inserted to indicate where additional information about the squad might be needed.", "Ideal Knowledge": "Detailed information about Gallian Army Squad 422, including its official designation, alternate names, and role in the game's storyline.", "Key Factual Information": "\" The Nameless \"", "Prefix reformulated": "What is the alternate name for Gallian Army Squad 422?", "Prefix-intent": "Gallian Army Squad 422 , also known as", "Verification": "The KFI directly provides the alternate name for the squad mentioned in the PI." }, { "Explanation": "The PI sets up a query about the main characters, and the KFI provides detailed information about each of them. The <|retrieval|> token is inserted to indicate where additional character information might be needed.", "Ideal Knowledge": "Detailed character profiles for No.7 Kurt Irving, Ace No.1 Imca, and No.13 Riela Marcellis, including their backgrounds, motivations, and roles in the game's story.", "Key Factual Information": "No.7 Kurt Irving , an army officer falsely accused of treason who wishes to redeem himself ; Ace No.1 Imca , a female Darcsen heavy weapons specialist who seeks revenge against the Valkyria who destroyed her home ; and No.13 Riela Marcellis , a seemingly jinxed young woman who is unknowingly a descendant of the Valkyria", "Prefix reformulated": "Who are the three main characters in the game?", "Prefix-intent": "The three main characters are", "Verification": "The KFI directly provides information about the three main characters mentioned in the PI." }, { "Explanation": "The PI sets up the conflict for the main characters, and the KFI provides information about their opponents. The <|retrieval|> token is inserted to indicate where additional information about Calamity Raven and the Darcsens might be needed.", "Ideal Knowledge": "Information about Calamity Raven, including its composition, objectives, and significance in the game's plot, as well as details about the Darcsen people and their role in the game's universe.", "Key Factual Information": "a mysterious Imperial unit known as Calamity Raven , consisting of mostly Darcsen soldiers", "Prefix reformulated": "Who are the main characters and their squad tasked to fight against?", "Prefix-intent": "Together with their fellow squad members , these three are tasked to fight against", "Verification": "The KFI directly provides information about the enemy unit that the characters are tasked to fight, as mentioned in the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n As the Nameless officially do not exist , the upper echelons of the Gallian Army exploit the concept of plausible deniability in order to send them on missions that would otherwise make Gallia lose face in the war . While at times this works to their advantage , such as a successful incursion into Imperial territory , other orders cause certain members of the 422nd great distress . One such member , Gusurg , becomes so enraged that he abandons his post and defects into the ranks of Calamity Raven , attached to the ideal of Darcsen independence proposed by their leader , Dahau . At the same time , elements within Gallian Army Command move to erase the Nameless in order to protect their own interests . Hounded by both allies and enemies , and combined with the presence of a traitor within their ranks , the 422nd desperately move to keep themselves alive while at the same time fight to help the Gallian war effort . This continues until the Nameless 's commanding officer , Ramsey Crowe , who had been kept under house arrest , is escorted to the capital city of Randgriz in order to present evidence exonerating the weary soldiers and expose the real traitor , the Gallian General that had accused Kurt of Treason . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "<|start-PI|>As the Nameless officially do not exist, the upper echelons of the Gallian Army exploit the concept of plausible deniability in order to<|end-PI|> <|retrieval|> <|start-KFI|>send them on missions that would otherwise make Gallia lose face in the war<|end-KFI|>. While at times this works to their advantage, such as a successful incursion into Imperial territory, other orders cause certain members of the 422nd great distress. <|start-PI|>One such member, Gusurg, becomes so enraged that he<|end-PI|> <|retrieval|> <|start-KFI|>abandons his post and defects into the ranks of Calamity Raven, attached to the ideal of Darcsen independence proposed by their leader, Dahau<|end-KFI|>. <|start-PI|>At the same time, elements within Gallian Army Command move to<|end-PI|> <|retrieval|> <|start-KFI|>erase the Nameless in order to protect their own interests<|end-KFI|>. Hounded by both allies and enemies, and combined with the presence of a traitor within their ranks, the 422nd desperately move to keep themselves alive while at the same time fight to help the Gallian war effort. <|start-PI|>This continues until the Nameless's commanding officer, Ramsey Crowe, who had been kept under house arrest, is<|end-PI|> <|retrieval|> <|start-KFI|>escorted to the capital city of Randgriz in order to present evidence exonerating the weary soldiers and expose the real traitor, the Gallian General that had accused Kurt of Treason<|end-KFI|>.", "none": null, "results": [ { "Explanation": "The PI sets up the context of the Nameless and the Gallian Army's use of plausible deniability, while the KFI provides the specific purpose. The <|retrieval|> token is inserted to indicate where additional information about military tactics and covert operations might be needed.", "Ideal Knowledge": "Information on the Gallian Army's structure, the concept of plausible deniability, and examples of covert military operations that could potentially damage a country's reputation if made public.", "Key Factual Information": "send them on missions that would otherwise make Gallia lose face in the war", "Prefix reformulated": "What do the upper echelons of the Gallian Army use the Nameless for?", "Prefix-intent": "As the Nameless officially do not exist, the upper echelons of the Gallian Army exploit the concept of plausible deniability in order to", "Verification": "The KFI directly answers how the Gallian Army uses the Nameless, as prompted by the PI." }, { "Explanation": "The PI introduces Gusurg's emotional state, while the KFI provides the specific actions he takes as a result. The <|retrieval|> token is inserted to indicate where additional information about the characters and organizations might be needed.", "Ideal Knowledge": "Information on military defections, the Calamity Raven organization, Darcsen independence movement, and the character background of Gusurg and Dahau.", "Key Factual Information": "abandons his post and defects into the ranks of Calamity Raven, attached to the ideal of Darcsen independence proposed by their leader, Dahau", "Prefix reformulated": "What action does Gusurg take when he becomes enraged?", "Prefix-intent": "One such member, Gusurg, becomes so enraged that he", "Verification": "The KFI directly describes Gusurg's actions and motivations, as prompted by the PI." }, { "Explanation": "The PI sets up the actions of the Gallian Army Command, while the KFI provides the specific goal and motivation. The <|retrieval|> token is inserted to indicate where additional information about military politics and cover-ups might be needed.", "Ideal Knowledge": "Information on internal conflicts within military organizations, cover-up operations, and the concept of 'erasing' covert units to protect higher-ranking officials.", "Key Factual Information": "erase the Nameless in order to protect their own interests", "Prefix reformulated": "What action do elements within Gallian Army Command take?", "Prefix-intent": "At the same time, elements within Gallian Army Command move to", "Verification": "The KFI directly describes the actions of the Gallian Army Command, as prompted by the PI." }, { "Explanation": "The PI introduces Ramsey Crowe and his current situation, while the KFI provides the specific actions taken and their purpose. The <|retrieval|> token is inserted to indicate where additional information about military justice and internal investigations might be needed.", "Ideal Knowledge": "Information on military justice procedures, the process of exonerating soldiers, and the consequences of false accusations of treason within a military context.", "Key Factual Information": "escorted to the capital city of Randgriz in order to present evidence exonerating the weary soldiers and expose the real traitor, the Gallian General that had accused Kurt of Treason", "Prefix reformulated": "What happens to Ramsey Crowe, the Nameless's commanding officer?", "Prefix-intent": "This continues until the Nameless's commanding officer, Ramsey Crowe, who had been kept under house arrest, is", "Verification": "The KFI directly describes what happens to Ramsey Crowe and his actions, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n Partly due to these events , and partly due to the major losses in manpower Gallia suffers towards the end of the war with the Empire , the Nameless are offered a formal position as a squad in the Gallian Army rather than serve as an anonymous shadow force . This is short @-@ lived , however , as following Maximilian 's defeat , Dahau and Calamity Raven move to activate an ancient Valkyrian super weapon within the Empire , kept secret by their benefactor . Without the support of Maximilian or the chance to prove themselves in the war with Gallia , it is Dahau 's last trump card in creating a new Darcsen nation . As an armed Gallian force invading the Empire just following the two nations ' cease @-@ fire would certainly wreck their newfound peace , Kurt decides to once again make his squad the Nameless , asking Crowe to list himself and all under his command as killed @-@ in @-@ action . Now owing allegiance to none other than themselves , the 422nd confronts Dahau and destroys the Valkyrian weapon . Each member then goes their separate ways in order to begin their lives anew . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "Partly due to these events , and partly due to the major losses in manpower Gallia suffers towards the end of the war with the Empire , <|start-PI|> the Nameless are offered <|end-PI|> <|retrieval|> <|start-KFI|> a formal position as a squad in the Gallian Army rather than serve as an anonymous shadow force <|end-KFI|> . This is short @-@ lived , however , as following Maximilian 's defeat , Dahau and Calamity Raven move to activate an ancient Valkyrian super weapon within the Empire , kept secret by their benefactor . <|start-PI|> Without the support of Maximilian or the chance to prove themselves in the war with Gallia , it is Dahau 's last trump card in creating <|end-PI|> <|retrieval|> <|start-KFI|> a new Darcsen nation <|end-KFI|> . <|start-PI|> As an armed Gallian force invading the Empire just following the two nations ' cease @-@ fire would certainly wreck their newfound peace , Kurt decides to once again make his squad <|end-PI|> <|retrieval|> <|start-KFI|> the Nameless <|end-KFI|> , asking Crowe to list himself and all under his command as killed @-@ in @-@ action . <|start-PI|> Now owing allegiance to none other than themselves , the 422nd confronts Dahau and <|end-PI|> <|retrieval|> <|start-KFI|> destroys the Valkyrian weapon <|end-KFI|> . Each member then goes their separate ways in order to begin their lives anew .", "none": null, "results": [ { "Explanation": "The PI sets up the context for a change in the Nameless' status, while the KFI provides the specific new position offered. The <|retrieval|> token is inserted to indicate where additional information about military restructuring might be needed.", "Ideal Knowledge": "Information about the Gallian Army's structure, the role of special forces, and the circumstances leading to the integration of formerly covert units into the regular army structure.", "Key Factual Information": "a formal position as a squad in the Gallian Army rather than serve as an anonymous shadow force", "Prefix reformulated": "What position are the Nameless offered in the Gallian Army?", "Prefix-intent": "Partly due to these events , and partly due to the major losses in manpower Gallia suffers towards the end of the war with the Empire , the Nameless are offered", "Verification": "The KFI directly provides the information about the position offered to the Nameless, as prompted by the PI." }, { "Explanation": "The PI sets up the context for Dahau's final plan, while the KFI provides the specific goal. The <|retrieval|> token is inserted to indicate where additional information about Dahau's motivations and the Darcsen people might be needed.", "Ideal Knowledge": "Background information on Dahau, the Darcsen people, and their historical struggles, as well as the political landscape that makes creating a new nation challenging.", "Key Factual Information": "a new Darcsen nation", "Prefix reformulated": "What is Dahau's last trump card for creating a new nation?", "Prefix-intent": "Without the support of Maximilian or the chance to prove themselves in the war with Gallia , it is Dahau 's last trump card in creating", "Verification": "The KFI directly states Dahau's ultimate goal, as prompted by the PI." }, { "Explanation": "The PI sets up the context for Kurt's decision, while the KFI provides the specific name chosen. The <|retrieval|> token is inserted to indicate where additional information about the Nameless squad's history might be needed.", "Ideal Knowledge": "Information about Kurt's leadership role, the history of the Nameless squad, and the strategic implications of operating as an unofficial unit.", "Key Factual Information": "the Nameless", "Prefix reformulated": "What does Kurt decide to rename his squad?", "Prefix-intent": "As an armed Gallian force invading the Empire just following the two nations ' cease @-@ fire would certainly wreck their newfound peace , Kurt decides to once again make his squad", "Verification": "The KFI directly provides the name Kurt decides for his squad, as prompted by the PI." }, { "Explanation": "The PI sets up the confrontation between the 422nd and Dahau, while the KFI provides the specific outcome. The <|retrieval|> token is inserted to indicate where additional information about the Valkyrian weapon might be needed.", "Ideal Knowledge": "Details about the Valkyrian weapon, its capabilities, and the strategic importance of its destruction in the context of the conflict between Gallia and the Empire.", "Key Factual Information": "destroys the Valkyrian weapon", "Prefix reformulated": "What action does the 422nd take against Dahau and the Valkyrian weapon?", "Prefix-intent": "Now owing allegiance to none other than themselves , the 422nd confronts Dahau and", "Verification": "The KFI directly states the action taken by the 422nd, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n Concept work for Valkyria Chronicles III began after development finished on Valkyria Chronicles II in early 2010 , with full development beginning shortly after this . The director of Valkyria Chronicles II , Takeshi Ozawa , returned to that role for Valkyria Chronicles III . Development work took approximately one year . After the release of Valkyria Chronicles II , the staff took a look at both the popular response for the game and what they wanted to do next for the series . Like its predecessor , Valkyria Chronicles III was developed for PlayStation Portable : this was due to the team wanting to refine the mechanics created for Valkyria Chronicles II , and they had not come up with the \" revolutionary \" idea that would warrant a new entry for the PlayStation 3 . Speaking in an interview , it was stated that the development team considered Valkyria Chronicles III to be the series ' first true sequel : while Valkyria Chronicles II had required a large amount of trial and error during development due to the platform move , the third game gave them a chance to improve upon the best parts of Valkyria Chronicles II due to being on the same platform . In addition to Sega staff from the previous games , development work was also handled by Media.Vision. The original scenario was written Kazuki Yamanobe , while the script was written by Hiroyuki Fujii , Koichi Majima , Kishiko Miyagi , Seiki Nagakawa and Takayuki Shouji . Its story was darker and more somber than that of its predecessor . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "Concept work for Valkyria Chronicles III began after development finished on Valkyria Chronicles II in <|start-PI|> early 2010 , with full development beginning shortly after this <|end-PI|> <|retrieval|> <|start-KFI|> . The director of Valkyria Chronicles II , <|end-KFI|> <|start-PI|> Takeshi Ozawa , <|end-PI|> <|retrieval|> <|start-KFI|> returned to that role for Valkyria Chronicles III <|end-KFI|> . Development work took approximately <|start-PI|> one year <|end-PI|> <|retrieval|> <|start-KFI|> . After the release of Valkyria Chronicles II , the staff took a look at both the popular response for the game and what they wanted to do next for the series <|end-KFI|> . Like its predecessor , Valkyria Chronicles III was developed for <|start-PI|> PlayStation Portable : this was due to the team wanting to refine the mechanics created for Valkyria Chronicles II , and they had not come up with the \" revolutionary \" idea that would warrant a new entry for the PlayStation 3 <|end-PI|> <|retrieval|> <|start-KFI|> . Speaking in an interview , it was stated that the development team considered Valkyria Chronicles III to be <|end-KFI|> <|start-PI|> the series ' first true sequel : while Valkyria Chronicles II had required a large amount of trial and error during development due to the platform move , the third game gave them a chance to improve upon the best parts of Valkyria Chronicles II due to being on the same platform <|end-PI|> <|retrieval|> <|start-KFI|> . In addition to Sega staff from the previous games , development work was also handled by <|end-KFI|> <|start-PI|> Media.Vision <|end-PI|> <|retrieval|> <|start-KFI|> . The original scenario was written Kazuki Yamanobe , while the script was written by Hiroyuki Fujii , Koichi Majima , Kishiko Miyagi , Seiki Nagakawa and Takayuki Shouji <|end-KFI|> . Its story was <|start-PI|> darker and more somber than that of its predecessor <|end-PI|> <|retrieval|> <|start-KFI|> . <|end-KFI|>", "none": null, "results": [ { "Explanation": "The PI sets up a query about when concept work began, and the KFI provides the specific timeframe. The <|retrieval|> token is inserted to indicate where additional information about the development timeline might be needed.", "Ideal Knowledge": "A timeline of the Valkyria Chronicles series development, specifically detailing the completion of Valkyria Chronicles II and the start of concept work for Valkyria Chronicles III.", "Key Factual Information": "early 2010, with full development beginning shortly after this", "Prefix reformulated": "When did concept work for Valkyria Chronicles III begin?", "Prefix-intent": "Concept work for Valkyria Chronicles III began after development finished on Valkyria Chronicles II in", "Verification": "The KFI directly provides the timeframe for the concept work's beginning, as prompted by the PI." }, { "Explanation": "The PI introduces the director of Valkyria Chronicles II, and the KFI provides his name and confirms his continued role. The <|retrieval|> token is inserted to indicate where additional information about the director might be needed.", "Ideal Knowledge": "Biographical information about Takeshi Ozawa, including his role as director for both Valkyria Chronicles II and III, and his contributions to the series.", "Key Factual Information": "Takeshi Ozawa, returned to that role for Valkyria Chronicles III", "Prefix reformulated": "Who was the director of Valkyria Chronicles II and III?", "Prefix-intent": "The director of Valkyria Chronicles II,", "Verification": "The KFI directly provides the name of the director and confirms his role in both games, as prompted by the PI." }, { "Explanation": "The PI sets up a query about the development duration, and the KFI provides the specific timeframe. The <|retrieval|> token is inserted to indicate where additional information about the development process might be needed.", "Ideal Knowledge": "A detailed timeline of Valkyria Chronicles III's development process, including start and end dates, major milestones, and comparison to development times of other games in the series.", "Key Factual Information": "one year", "Prefix reformulated": "How long did the development of Valkyria Chronicles III take?", "Prefix-intent": "Development work took approximately", "Verification": "The KFI directly provides the duration of development, as prompted by the PI." }, { "Explanation": "The PI sets up a query about the development platform, and the KFI provides the specific platform and reasoning. The <|retrieval|> token is inserted to indicate where additional information about platform choices might be needed.", "Ideal Knowledge": "Information about the PlayStation Portable's capabilities, its popularity for handheld gaming at the time, and how it compared to the PlayStation 3 in terms of game development.", "Key Factual Information": "PlayStation Portable: this was due to the team wanting to refine the mechanics created for Valkyria Chronicles II, and they had not come up with the \"revolutionary\" idea that would warrant a new entry for the PlayStation 3", "Prefix reformulated": "What platform was Valkyria Chronicles III developed for?", "Prefix-intent": "Like its predecessor, Valkyria Chronicles III was developed for", "Verification": "The KFI directly provides the platform and reasons for choosing it, as prompted by the PI." }, { "Explanation": "The PI introduces the development team's view of the game, and the KFI provides their specific perspective and reasoning. The <|retrieval|> token is inserted to indicate where additional information about the series' development history might be needed.", "Ideal Knowledge": "Detailed information about the development challenges faced in Valkyria Chronicles II due to the platform change, and how these experiences influenced the approach to Valkyria Chronicles III.", "Key Factual Information": "the series' first true sequel: while Valkyria Chronicles II had required a large amount of trial and error during development due to the platform move, the third game gave them a chance to improve upon the best parts of Valkyria Chronicles II due to being on the same platform", "Prefix reformulated": "How did the development team view Valkyria Chronicles III in relation to the series?", "Prefix-intent": "Speaking in an interview, it was stated that the development team considered Valkyria Chronicles III to be", "Verification": "The KFI directly provides the team's perspective on the game and the reasons behind it, as prompted by the PI." }, { "Explanation": "The PI sets up a query about additional development support, and the KFI provides the specific company name. The <|retrieval|> token is inserted to indicate where additional information about Media.Vision might be needed.", "Ideal Knowledge": "Information about Media.Vision, including its history, previous game development projects, and specific contributions to Valkyria Chronicles III.", "Key Factual Information": "Media.Vision", "Prefix reformulated": "Which external company was involved in the development of Valkyria Chronicles III?", "Prefix-intent": "In addition to Sega staff from the previous games, development work was also handled by", "Verification": "The KFI directly provides the name of the external company involved in development, as prompted by the PI." }, { "Explanation": "The PI sets up a query about the story's tone, and the KFI provides the specific description. The <|retrieval|> token is inserted to indicate where additional information about the game's narrative might be needed.", "Ideal Knowledge": "A comparison of the narrative themes and tones in Valkyria Chronicles II and III, with examples of how the third game's story is darker and more somber.", "Key Factual Information": "darker and more somber than that of its predecessor", "Prefix reformulated": "What was the tone of Valkyria Chronicles III's story?", "Prefix-intent": "Its story was", "Verification": "The KFI directly describes the tone of the story in comparison to the previous game, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n The majority of material created for previous games , such as the BLiTZ system and the design of maps , was carried over . Alongside this , improvements were made to the game 's graphics and some elements were expanded , such as map layouts , mission structure , and the number of playable units per mission . A part of this upgrade involved creating unique polygon models for each character 's body . In order to achieve this , the cooperative elements incorporated into the second game were removed , as they took up a large portion of memory space needed for the improvements . They also adjusted the difficulty settings and ease of play so they could appeal to new players while retaining the essential components of the series ' gameplay . The newer systems were decided upon early in development . The character designs were done by Raita Honjou , who had worked on the previous Valkyria Chronicles games . When creating the Nameless Squad , Honjou was faced with the same problem he had had during the first game : the military uniforms essentially destroyed character individuality , despite him needing to create unique characters the player could identify while maintaining a sense of reality within the Valkyria Chronicles world . The main color of the Nameless was black . As with the previous Valkyria games , Valkyria Chronicles III used the CANVAS graphics engine . The anime opening was produced by Production I.G. \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "The majority of material created for previous games , such as <|start-PI|> The majority of material created for previous games , such as <|end-PI|> <|retrieval|> <|start-KFI|> the BLiTZ system and the design of maps , was carried over <|end-KFI|> . <|start-PI|> Alongside this , improvements were made to the game 's <|end-PI|> <|retrieval|> <|start-KFI|> graphics and some elements were expanded , such as map layouts , mission structure , and the number of playable units per mission <|end-KFI|> . A part of this upgrade involved creating unique polygon models for each character 's body . In order to achieve this , the cooperative elements incorporated into the second game were removed , as they took up a large portion of memory space needed for the improvements . They also adjusted the difficulty settings and ease of play so they could appeal to new players while retaining the essential components of the series ' gameplay . The newer systems were decided upon early in development . <|start-PI|> The character designs were done by <|end-PI|> <|retrieval|> <|start-KFI|> Raita Honjou , who had worked on the previous Valkyria Chronicles games <|end-KFI|> . When creating the Nameless Squad , Honjou was faced with the same problem he had had during the first game : the military uniforms essentially destroyed character individuality , despite him needing to create unique characters the player could identify while maintaining a sense of reality within the Valkyria Chronicles world . The main color of the Nameless was black . <|start-PI|> As with the previous Valkyria games , Valkyria Chronicles III used <|end-PI|> <|retrieval|> <|start-KFI|> the CANVAS graphics engine <|end-KFI|> . <|start-PI|> The anime opening was produced by <|end-PI|> <|retrieval|> <|start-KFI|> Production I.G <|end-KFI|> .", "none": null, "results": [ { "Explanation": "The PI introduces the topic of material from previous games, and the KFI specifies what was carried over. The <|retrieval|> token is inserted to indicate where additional information about game elements might be needed.", "Ideal Knowledge": "A detailed list of game elements and systems from previous Valkyria Chronicles games, with specific focus on the BLiTZ system and map design, explaining how these were reused or adapted in subsequent games.", "Key Factual Information": "the BLiTZ system and the design of maps , was carried over", "Prefix reformulated": "What material was carried over from previous Valkyria Chronicles games?", "Prefix-intent": "The majority of material created for previous games , such as", "Verification": "The KFI directly provides information about the specific materials carried over from previous games, as prompted by the PI." }, { "Explanation": "The PI sets up the topic of improvements, and the KFI provides specific areas that were enhanced. The <|retrieval|> token is inserted to indicate where detailed information about game improvements might be needed.", "Ideal Knowledge": "A comprehensive breakdown of the graphical and gameplay improvements in Valkyria Chronicles III compared to its predecessors, detailing changes in map layouts, mission structures, and unit deployment.", "Key Factual Information": "graphics and some elements were expanded , such as map layouts , mission structure , and the number of playable units per mission", "Prefix reformulated": "What improvements were made to Valkyria Chronicles III?", "Prefix-intent": "Alongside this , improvements were made to the game 's", "Verification": "The KFI directly lists the improvements and expansions made to the game, as prompted by the PI." }, { "Explanation": "The PI introduces the topic of character design, and the KFI provides the designer's name and background. The <|retrieval|> token is inserted to indicate where additional information about the designer might be needed.", "Ideal Knowledge": "A profile of Raita Honjou, including their role in the Valkyria Chronicles series, their design philosophy, and examples of their character designs from previous games in the series.", "Key Factual Information": "Raita Honjou , who had worked on the previous Valkyria Chronicles games", "Prefix reformulated": "Who was responsible for the character designs in Valkyria Chronicles III?", "Prefix-intent": "The character designs were done by", "Verification": "The KFI directly provides the name of the character designer and their previous experience, as prompted by the PI." }, { "Explanation": "The PI sets up the topic of the graphics engine, and the KFI provides the specific name. The <|retrieval|> token is inserted to indicate where technical information about the engine might be needed.", "Ideal Knowledge": "Detailed information about the CANVAS graphics engine, including its features, capabilities, and how it was utilized in the Valkyria Chronicles series to achieve its distinctive visual style.", "Key Factual Information": "the CANVAS graphics engine", "Prefix reformulated": "What graphics engine did Valkyria Chronicles III use?", "Prefix-intent": "As with the previous Valkyria games , Valkyria Chronicles III used", "Verification": "The KFI directly provides the name of the graphics engine used in the game, as prompted by the PI." }, { "Explanation": "The PI introduces the topic of the anime opening production, and the KFI provides the studio name. The <|retrieval|> token is inserted to indicate where additional information about the production studio might be needed.", "Ideal Knowledge": "Information about Production I.G, including their history, notable works, and their involvement in creating anime openings for video games, particularly their work on the Valkyria Chronicles series.", "Key Factual Information": "Production I.G", "Prefix reformulated": "Which studio produced the anime opening for Valkyria Chronicles III?", "Prefix-intent": "The anime opening was produced by", "Verification": "The KFI directly provides the name of the studio that produced the anime opening, as prompted by the PI." } ] }

[ { "content": "You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.\n\nYour goal is to insert a <|retrieval|> token after it is clear what the intent of the text is (e.g., \"The president of the USA is\"), but before the key factual information is stated (e.g., \"Joe Biden\"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.\n\nHere is the passage you will be working with:\n\n<passage>\n The music was composed by Hitoshi Sakimoto , who had also worked on the previous Valkyria Chronicles games . When he originally heard about the project , he thought it would be a light tone similar to other Valkyria Chronicles games , but found the themes much darker than expected . An early theme he designed around his original vision of the project was rejected . He redid the main theme about seven times through the music production due to this need to reassess the game . The main theme was initially recorded using orchestra , then Sakimoto removed elements such as the guitar and bass , then adjusted the theme using a synthesizer before redoing segments such as the guitar piece on their own before incorporating them into the theme . The rejected main theme was used as a hopeful tune that played during the game 's ending . The battle themes were designed around the concept of a \" modern battle \" divorced from a fantasy scenario by using modern musical instruments , constructed to create a sense of atonality . While Sakimoto was most used to working with synthesized music , he felt that he needed to incorporate live instruments such as orchestra and guitar . The guitar was played by Mitsuhiro Ohta , who also arranged several of the later tracks . The game 's opening theme song , \" If You Wish for ... \" ( もしも君が願うのなら , Moshimo Kimi ga Negauno Nara ) , was sung by Japanese singer May 'n . Its theme was the reason soldiers fought , in particular their wish to protect what was precious to them rather than a sense of responsibility or duty . Its lyrics were written by Seiko Fujibayashi , who had worked on May 'n on previous singles . \n\n</passage>\n\nFollow these steps to complete the task:\n\n1. Inserting retrieval tokens:\n a. Read through the text carefully.\n b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.\n c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).\n d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).\n e. Key Factual information should never intersect with Prefix Intent. Ensure this!\n\n2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):\n a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).\n b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).\n c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.\n\n3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.\n a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>, <|end-PI|>) to quickly identify them.\n b. For each identified Key Factual Information (KFI), also add a start and end special tokens (<|start-KFI|>, <|end-KFI|>) \n c. Ensure that Prefix Intent (PI) and Key Factual Information (KFI) special tokens are inserted.\n\n4. Describing ideal retrieved information:\n a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. \n b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent. \n c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)\n\n\n5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.\n\n\n6. Output format:\n For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.\n\n - Prefix-intent: [Write the Prefix Intent here]\n - Prefix reformulated: [Write the Prefix Intent reformulated]\n - Key Factual Information: [Write the Key Factual Information here]\n - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]\n - Ideal Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]\n - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]\n\n\n7. Final step:\n After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions and also <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|> special tokens. Ensure that PI and KFI special tokens are inside the updated passage.\n\nHere's an example of the expected output format. Updated Passage is constructed using PI-KFI pairs plus the additional special tokens:\n\nPassage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\nOutput:\n{ \"results\" : [\n {\n \"Prefix-intent\": \"Girmal Falls General This waterfall extends to a height of up to\",\n \"Prefix reformulated\": \"What is the height of Girmal Falls?\",\n \"Key Factual Information\": \"100 feet, making it the highest waterfall of Gujarat\",\n \"Verification\": \"The KFI directly provides the height information requested in the PI.\",\n \"Ideal Knowledge\": \"A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.\",\n \"Explanation\": \"The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement.\"\n },\n {\n \"Prefix-intent\": \"The water swiftly falls from a great height, creating\",\n \"Prefix reformulated\": \"What does the water falling from Girmal Falls create?\",\n \"Key Factual Information\": \"a fog like condition that's eye catching\",\n \"Verification\": \"The KFI directly describes the effect created by the falling water, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.\",\n \"Explanation\": \"The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description.\"\n },\n {\n \"Prefix-intent\": \"The fall comes to its best form at the time of\",\n \"Prefix reformulated\": \"When does Girmal Falls come to its best form?\",\n \"Key Factual Information\": \"monsoon and provides an immensely striking appearance\",\n \"Verification\": \"The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.\",\n \"Ideal Knowledge\": \"Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.\",\n \"Explanation\": \"The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed.\"\n }],\n\"Updated_Passage\":\"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.\"\n}\n\n \nRemember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.", "role": "user" } ]

{ "Updated_Passage": "The music was <|start-PI|> composed by <|end-PI|> <|retrieval|> <|start-KFI|> Hitoshi Sakimoto , who had also worked on the previous Valkyria Chronicles games <|end-KFI|> . <|start-PI|> When he originally heard about the project , he thought it would be <|end-PI|> <|retrieval|> <|start-KFI|> a light tone similar to other Valkyria Chronicles games , but found the themes much darker than expected <|end-KFI|> . An early theme he designed around his original vision of the project was rejected . He redid the main theme about seven times through the music production due to this need to reassess the game . The main theme was initially recorded using orchestra , then Sakimoto removed elements such as the guitar and bass , then adjusted the theme using a synthesizer before redoing segments such as the guitar piece on their own before incorporating them into the theme . The rejected main theme was used as a hopeful tune that played during the game 's ending . <|start-PI|> The battle themes were designed around the concept of <|end-PI|> <|retrieval|> <|start-KFI|> a \" modern battle \" divorced from a fantasy scenario by using modern musical instruments , constructed to create a sense of atonality <|end-KFI|> . While Sakimoto was most used to working with synthesized music , he felt that he needed to incorporate live instruments such as orchestra and guitar . The guitar was played by Mitsuhiro Ohta , who also arranged several of the later tracks . <|start-PI|> The game 's opening theme song , \" If You Wish for ... \" ( もしも君が願うのなら , Moshimo Kimi ga Negauno Nara ) , was sung by <|end-PI|> <|retrieval|> <|start-KFI|> Japanese singer May 'n <|end-KFI|> . <|start-PI|> Its theme was the reason soldiers fought , in particular <|end-PI|> <|retrieval|> <|start-KFI|> their wish to protect what was precious to them rather than a sense of responsibility or duty <|end-KFI|> . Its lyrics were written by Seiko Fujibayashi , who had worked on May 'n on previous singles .", "none": null, "results": [ { "Explanation": "The PI introduces the topic of the music composition, and the KFI provides the composer's name and his connection to the game series. The <|retrieval|> token is inserted to indicate where additional information about the composer might be needed.", "Ideal Knowledge": "A biography of Hitoshi Sakimoto, focusing on his work in video game music composition, particularly his involvement with the Valkyria Chronicles series.", "Key Factual Information": "Hitoshi Sakimoto , who had also worked on the previous Valkyria Chronicles games", "Prefix reformulated": "Who composed the music for Valkyria Chronicles?", "Prefix-intent": "The music was composed by", "Verification": "The KFI directly provides the composer's name and his previous work, as prompted by the PI." }, { "Explanation": "The PI sets up the composer's initial thoughts, and the KFI provides the contrast between expectation and reality. The <|retrieval|> token is inserted to indicate where additional context about the game's themes might be needed.", "Ideal Knowledge": "Information about the tonal differences between various Valkyria Chronicles games, highlighting the shift towards darker themes in this particular project.", "Key Factual Information": "a light tone similar to other Valkyria Chronicles games , but found the themes much darker than expected", "Prefix reformulated": "What did Hitoshi Sakimoto initially think about the Valkyria Chronicles project?", "Prefix-intent": "When he originally heard about the project , he thought it would be", "Verification": "The KFI directly contrasts the composer's initial expectations with the actual tone of the project, as prompted by the PI." }, { "Explanation": "The PI introduces the topic of battle theme design, and the KFI provides specific details about the concept and musical approach. The <|retrieval|> token is inserted to indicate where additional information about musical composition techniques might be needed.", "Ideal Knowledge": "Detailed information about musical composition techniques for video game battle themes, focusing on the use of modern instruments and atonal structures to create a non-fantasy atmosphere.", "Key Factual Information": "a \" modern battle \" divorced from a fantasy scenario by using modern musical instruments , constructed to create a sense of atonality", "Prefix reformulated": "What concept was used to design the battle themes in Valkyria Chronicles?", "Prefix-intent": "The battle themes were designed around the concept of", "Verification": "The KFI directly describes the concept and approach used for designing the battle themes, as prompted by the PI." }, { "Explanation": "The PI introduces the opening theme song and sets up a query about the performer, while the KFI provides the singer's name. The <|retrieval|> token is inserted to indicate where additional information about the singer might be needed.", "Ideal Knowledge": "Information about May'n, a Japanese singer, focusing on her work in video game and anime soundtracks, particularly her involvement with Valkyria Chronicles.", "Key Factual Information": "Japanese singer May 'n", "Prefix reformulated": "Who sang the opening theme song \"If You Wish for...\" in Valkyria Chronicles?", "Prefix-intent": "The game 's opening theme song , \" If You Wish for ... \" ( もしも君が願うのなら , Moshimo Kimi ga Negauno Nara ) , was sung by", "Verification": "The KFI directly provides the name of the singer who performed the opening theme, as prompted by the PI." }, { "Explanation": "The PI sets up the theme of the song, and the KFI provides the specific motivation of the soldiers as portrayed in the lyrics. The <|retrieval|> token is inserted to indicate where additional information about thematic elements in war-themed games might be needed.", "Ideal Knowledge": "Analysis of themes in war-related video game music, focusing on the portrayal of soldiers' motivations and the contrast between personal desires and duty in Valkyria Chronicles.", "Key Factual Information": "their wish to protect what was precious to them rather than a sense of responsibility or duty", "Prefix reformulated": "What was the theme of the opening song in Valkyria Chronicles regarding why soldiers fought?", "Prefix-intent": "Its theme was the reason soldiers fought , in particular", "Verification": "The KFI directly describes the thematic content of the song, contrasting personal motivation with duty, as prompted by the PI." } ] }