Triple

T1071757
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Agriculture and Food Research Initiative
The Agriculture and Food Research Initiative is a major U.S. competitive grant program that funds research, education, and extension projects to advance agricultural science, food security, and related societal challenges.
E23343 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: Agriculture and Food Research Initiative | Statement: [National Institute of Food and Agriculture, operatesProgram, Agriculture and Food Research Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agriculture and Food Research Initiative
Context triple: [National Institute of Food and Agriculture, operatesProgram, Agriculture and Food Research Initiative]
  • A. Agricultural Research Administration
    The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.
  • B. National Institute of Food and Agriculture
    The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
  • C. Agricultural Research Service
    The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
  • D. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • E. Institute of Agriculture
    The Institute of Agriculture is a specialized division of the University of Tennessee, Knoxville focused on agricultural education, research, and extension services.
  • 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: Agriculture and Food Research Initiative
Triple: [National Institute of Food and Agriculture, operatesProgram, Agriculture and Food Research Initiative]
Generated description
The Agriculture and Food Research Initiative is a major U.S. competitive grant program that funds research, education, and extension projects to advance agricultural science, food security, and related societal challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agriculture and Food Research Initiative
Target entity description: The Agriculture and Food Research Initiative is a major U.S. competitive grant program that funds research, education, and extension projects to advance agricultural science, food security, and related societal challenges.
  • A. Agricultural Research Administration
    The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.
  • B. National Institute of Food and Agriculture chosen
    The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
  • C. Agricultural Research Service
    The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
  • D. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • E. Institute of Agriculture
    The Institute of Agriculture is a specialized division of the University of Tennessee, Knoxville focused on agricultural education, research, and extension services.
  • F. None of above.

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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b9296c5c8190a3060fbfdf24f029 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a70ab88190ba0f0a62b19af871 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac438772f08190a47a1fbbda306b8a completed March 7, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac4413c7488190b6d5edc5884f6e61 completed March 7, 2026, 3:28 p.m.
Created at: March 1, 2026, 7:42 p.m.