Triple

T20794408
Position Surface form Disambiguated ID Type / Status
Subject Title III – Trade E511874 entity
Predicate relatedTo P37 FINISHED
Object Title I – Commodities (Agriculture Improvement Act of 2018) — NE NERFINISHED

How this triple was built (3 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: Title I – Commodities (Agriculture Improvement Act of 2018) | Statement: [Title III – Trade, relatedTo, Title I – Commodities (Agriculture Improvement Act of 2018)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title I – Commodities (Agriculture Improvement Act of 2018)
Context triple: [Title III – Trade, relatedTo, Title I – Commodities (Agriculture Improvement Act of 2018)]
  • A. Title I – Commodity Programs
    Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
  • B. Agriculture Improvement Act of 2018
    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.
  • C. 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.
  • D. 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.
  • E. Agricultural Trade Act of 1978
    The Agricultural Trade Act of 1978 is a U.S. federal law that established key programs and authorities to promote American agricultural exports and expand access to foreign markets.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title I – Commodities (Agriculture Improvement Act of 2018)
Target entity description: Title I – Commodities in the Agriculture Improvement Act of 2018 is the section of the U.S. farm bill that governs key commodity support programs, including price and income support for major crops and related risk management provisions for farmers.
  • A. Title I – Commodity Programs
    Title I – Commodity Programs is the section of the Food, Conservation, and Energy Act of 2008 that governs federal support and payment programs for major agricultural commodities.
  • B. Agriculture Improvement Act of 2018
    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.
  • C. 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.
  • D. 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.
  • E. Agricultural Trade Act of 1978
    The Agricultural Trade Act of 1978 is a U.S. federal law that established key programs and authorities to promote American agricultural exports and expand access to foreign markets.
  • F. None of above. chosen

Provenance (2 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
Created at: April 16, 2026, 12:39 p.m.