Triple

T1039225
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Research Service E22432 entity
Predicate hasResearchProgram P3 FINISHED
Object National Programs in Nutrition, Food Safety, and Quality
National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
E120161 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Programs in Nutrition, Food Safety, and Quality | Statement: [Agricultural Research Service, hasResearchProgram, National Programs in Nutrition, Food Safety, and Quality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Programs in Nutrition, Food Safety, and Quality
Context triple: [Agricultural Research Service, hasResearchProgram, National Programs in Nutrition, Food Safety, and Quality]
  • A. Center for Food Safety and Applied Nutrition
    The Center for Food Safety and Applied Nutrition is a branch of the U.S. Food and Drug Administration responsible for ensuring the safety and proper labeling of food, dietary supplements, and cosmetics.
  • B. State of Food Security and Nutrition in the World
    State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
  • C. Society for the Anthropology of Food and Nutrition
    The Society for the Anthropology of Food and Nutrition is a scholarly organization that promotes anthropological research and dialogue on the cultural, social, and biological dimensions of food and nutrition.
  • D. Food Insecurity Experience Scale
    The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
  • E. Department of Nutrition
    The Department of Nutrition at the Harvard T.H. Chan School of Public Health is a leading academic and research center focused on the role of diet and nutrition in public health, chronic disease prevention, and global health policy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Programs in Nutrition, Food Safety, and Quality
Triple: [Agricultural Research Service, hasResearchProgram, National Programs in Nutrition, Food Safety, and Quality]
Generated description
National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Programs in Nutrition, Food Safety, and Quality
Target entity description: National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
  • A. Center for Food Safety and Applied Nutrition
    The Center for Food Safety and Applied Nutrition is a branch of the U.S. Food and Drug Administration responsible for ensuring the safety and proper labeling of food, dietary supplements, and cosmetics.
  • B. State of Food Security and Nutrition in the World
    State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
  • C. Society for the Anthropology of Food and Nutrition
    The Society for the Anthropology of Food and Nutrition is a scholarly organization that promotes anthropological research and dialogue on the cultural, social, and biological dimensions of food and nutrition.
  • D. Food Insecurity Experience Scale
    The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
  • E. Department of Nutrition
    The Department of Nutrition at the Harvard T.H. Chan School of Public Health is a leading academic and research center focused on the role of diet and nutrition in public health, chronic disease prevention, and global health policy.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82c69c8819082a71e810be34729 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc58d8c8190b9dc7a4bc986abcb completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cf534008190a034d71c90f35efd completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:41 p.m.