Triple

T1039223
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Research Service E22432 entity
Predicate hasResearchProgram P3 FINISHED
Object National Programs in Animal Production and Protection
National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
E120159 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 Animal Production and Protection | Statement: [Agricultural Research Service, hasResearchProgram, National Programs in Animal Production and Protection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Programs in Animal Production and Protection
Context triple: [Agricultural Research Service, hasResearchProgram, National Programs in Animal Production and Protection]
  • A. institute of animal nutrition
    The Institute of Animal Nutrition is an academic and research unit specializing in the study of animal feeding, metabolism, and diet-related health within the veterinary sciences.
  • B. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • C. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • D. Department of Animal Science
    The Department of Animal Science is an academic unit at Cornell University focused on research, teaching, and outreach related to the biology, management, and improvement of domestic and agricultural animals.
  • E. Animals in Science Committee
    The Animals in Science Committee is an expert advisory body that provides independent ethical and scientific advice to the UK government on the use of animals in research and testing.
  • 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 Animal Production and Protection
Triple: [Agricultural Research Service, hasResearchProgram, National Programs in Animal Production and Protection]
Generated description
National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Programs in Animal Production and Protection
Target entity description: National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
  • A. institute of animal nutrition
    The Institute of Animal Nutrition is an academic and research unit specializing in the study of animal feeding, metabolism, and diet-related health within the veterinary sciences.
  • B. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • C. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • D. Department of Animal Science
    The Department of Animal Science is an academic unit at Cornell University focused on research, teaching, and outreach related to the biology, management, and improvement of domestic and agricultural animals.
  • E. Animals in Science Committee
    The Animals in Science Committee is an expert advisory body that provides independent ethical and scientific advice to the UK government on the use of animals in research and testing.
  • 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.