Triple

T1021766
Position Surface form Disambiguated ID Type / Status
Subject Food and Nutrition Service E22053 entity
Predicate legalBasis P125 FINISHED
Object 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.
E121756 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: Agriculture Improvement Act of 2018 | Statement: [Food and Nutrition Service, 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: [Food and Nutrition Service, legalBasis, Agriculture Improvement Act of 2018]
  • A. 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.
  • B. 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.
  • C. Consolidated Appropriations Act, 2016
    The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
  • D. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • E. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural 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: Agriculture Improvement Act of 2018
Triple: [Food and Nutrition Service, legalBasis, Agriculture Improvement Act of 2018]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agriculture Improvement Act of 2018
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Consolidated Appropriations Act, 2016
    The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
  • D. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • E. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
  • F. None of above. chosen

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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.