Triple

T1071762
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Specialty Crop Research Initiative
The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
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: Specialty Crop Research Initiative | Statement: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Specialty Crop Research Initiative
Context triple: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. UC Agriculture and Natural Resources
    UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
  • 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: Specialty Crop Research Initiative
Triple: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
Generated description
The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Specialty Crop Research Initiative
Target entity description: The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
  • A. 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.
  • B. Organic Agriculture Research and Extension Initiative chosen
    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.
  • C. 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.
  • D. 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.
  • E. UC Agriculture and Natural Resources
    UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
  • 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_69ac4c1fb7948190b08c95e68d3de00e completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4e9e68688190a02550b270660a50 completed March 7, 2026, 4:13 p.m.
NED2 Entity disambiguation (via description) batch_69ac4f2475048190a5e58bf8320e91d4 completed March 7, 2026, 4:15 p.m.
Created at: March 1, 2026, 7:42 p.m.