Triple

T1076068
Position Surface form Disambiguated ID Type / Status
Subject United States federal farm programs E23841 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: [United States federal farm programs, 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: [United States federal farm programs, 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. 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.
  • D. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • E. Food, Conservation, and Energy Act of 2008
    The Food, Conservation, and Energy Act of 2008 is a U.S. farm bill that reauthorized and expanded federal agriculture, nutrition, conservation, and energy programs, including major reforms to agricultural research and rural development.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b940d4848190930e73597afd1fcf completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac538a5d248190bb44c6b27d2c714c completed March 7, 2026, 4:34 p.m.
Created at: March 1, 2026, 7:42 p.m.