Triple

T5324172
Position Surface form Disambiguated ID Type / Status
Subject The Emergency Food Assistance Program E121746 entity
Predicate legalBasis P125 FINISHED
Object Agriculture Improvement Act of 2018 E121756 NE FINISHED

How this triple was built (2 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 Improvement Act of 2018 | Statement: [The Emergency Food Assistance Program, legalBasis, Agriculture Improvement Act of 2018]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Agriculture Improvement Act of 2018
Context triple: [The Emergency Food Assistance Program, legalBasis, Agriculture Improvement Act of 2018]
  • A. Agriculture Improvement Act of 2018 chosen
    The Agriculture Improvement Act of 2018 is a comprehensive U.S. farm bill that reauthorized and updated federal agriculture, conservation, and nutrition assistance programs, including SNAP, for several years.
  • B. Agricultural Act of 2014
    The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.
  • C. United States farm bill
    The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
  • D. Federal Agriculture Improvement and Reform Act of 1996
    The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to farmers.
  • E. Farm Security and Rural Investment Act of 2002
    The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8579b3e88190a1d21d4b74169617 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18a836988190b7baf3c24fea6f03 completed March 21, 2026, 10:16 p.m.
Created at: March 20, 2026, 1:59 p.m.