Triple

T1071763
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
E124201 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: Organic Agriculture Research and Extension Initiative | Statement: [National Institute of Food and Agriculture, operatesProgram, Organic Agriculture Research and Extension Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organic Agriculture Research and Extension Initiative
Context triple: [National Institute of Food and Agriculture, operatesProgram, Organic Agriculture Research and Extension Initiative]
  • A. Alliance for a Green Revolution in Africa
    The Alliance for a Green Revolution in Africa is a nonprofit initiative focused on boosting agricultural productivity, food security, and smallholder farmer incomes across Africa through improved seeds, farming practices, and market access.
  • B. 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.
  • C. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • D. CGIAR
    CGIAR is a global partnership of agricultural research organizations focused on reducing rural poverty, improving food and nutrition security, and sustainably managing natural resources in developing countries.
  • E. International Institute of Agriculture
    The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
  • 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: Organic Agriculture Research and Extension Initiative
Triple: [National Institute of Food and Agriculture, operatesProgram, Organic Agriculture Research and Extension Initiative]
Generated description
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organic Agriculture Research and Extension Initiative
Target entity description: The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
  • A. Alliance for a Green Revolution in Africa
    The Alliance for a Green Revolution in Africa is a nonprofit initiative focused on boosting agricultural productivity, food security, and smallholder farmer incomes across Africa through improved seeds, farming practices, and market access.
  • B. 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.
  • C. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • D. CGIAR
    CGIAR is a global partnership of agricultural research organizations focused on reducing rural poverty, improving food and nutrition security, and sustainably managing natural resources in developing countries.
  • E. International Institute of Agriculture
    The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
  • 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_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.