Triple

T1071758
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Smith-Lever Act extension programs
Smith-Lever Act extension programs are federally supported cooperative education initiatives that deliver practical, research-based agricultural and community information to the public through the U.S. Cooperative Extension System.
E23841 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: Smith-Lever Act extension programs | Statement: [National Institute of Food and Agriculture, operatesProgram, Smith-Lever Act extension programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Smith-Lever Act extension programs
Context triple: [National Institute of Food and Agriculture, operatesProgram, Smith-Lever Act extension programs]
  • A. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • B. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • C. Farm Credit Act of 1933
    The Farm Credit Act of 1933 was a New Deal-era U.S. law that reorganized and expanded federal agricultural credit programs to provide relief to struggling farmers during the Great Depression.
  • D. Soil Conservation and Domestic Allotment Act of 1936
    The Soil Conservation and Domestic Allotment Act of 1936 was a New Deal-era U.S. law that encouraged farmers to adopt soil-conserving practices by providing federal subsidies, aiming to combat erosion and environmental damage highlighted by the Dust Bowl.
  • E. 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.
  • 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: Smith-Lever Act extension programs
Triple: [National Institute of Food and Agriculture, operatesProgram, Smith-Lever Act extension programs]
Generated description
Smith-Lever Act extension programs are federally supported cooperative education initiatives that deliver practical, research-based agricultural and community information to the public through the U.S. Cooperative Extension System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Smith-Lever Act extension programs
Target entity description: Smith-Lever Act extension programs are federally supported cooperative education initiatives that deliver practical, research-based agricultural and community information to the public through the U.S. Cooperative Extension System.
  • A. United States federal farm programs chosen
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • B. Conservation Reserve Program
    The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
  • C. Farm Credit Act of 1933
    The Farm Credit Act of 1933 was a New Deal-era U.S. law that reorganized and expanded federal agricultural credit programs to provide relief to struggling farmers during the Great Depression.
  • D. Soil Conservation and Domestic Allotment Act of 1936
    The Soil Conservation and Domestic Allotment Act of 1936 was a New Deal-era U.S. law that encouraged farmers to adopt soil-conserving practices by providing federal subsidies, aiming to combat erosion and environmental damage highlighted by the Dust Bowl.
  • E. 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.
  • 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.