Triple

T5770349
Position Surface form Disambiguated ID Type / Status
Subject Federal Agriculture Improvement and Reform Act of 1996 E127316 entity
Predicate shortName P43 FINISHED
Object FAIR Act of 1996
The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
E545155 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: FAIR Act of 1996 | Statement: [Federal Agriculture Improvement and Reform Act of 1996, shortName, FAIR Act of 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FAIR Act of 1996
Context triple: [Federal Agriculture Improvement and Reform Act of 1996, shortName, FAIR Act of 1996]
  • A. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • B. McAteer-Petris Act
    The McAteer-Petris Act is a California state law enacted in the 1960s to protect and regulate development around San Francisco Bay, leading to the creation of the San Francisco Bay Conservation and Development Commission.
  • C. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • D. Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994
    The Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994 is a U.S. federal law that deregulated interstate banking by allowing bank holding companies and banks to expand and operate branches across state lines, reshaping the national banking landscape.
  • E. Gramm-Leach-Bliley Act of 1999
    The Gramm-Leach-Bliley Act of 1999 is a U.S. federal law that overhauled financial regulation by repealing key parts of Glass-Steagall, allowing the consolidation of commercial banking, investment banking, and insurance services while imposing new consumer privacy and data protection requirements.
  • 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: FAIR Act of 1996
Triple: [Federal Agriculture Improvement and Reform Act of 1996, shortName, FAIR Act of 1996]
Generated description
The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FAIR Act of 1996
Target entity description: The FAIR Act of 1996 is a major U.S. farm bill that overhauled federal agricultural policy by phasing out many traditional farm subsidies and introducing more market-oriented support mechanisms for farmers.
  • A. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • B. McAteer-Petris Act
    The McAteer-Petris Act is a California state law enacted in the 1960s to protect and regulate development around San Francisco Bay, leading to the creation of the San Francisco Bay Conservation and Development Commission.
  • C. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • D. Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994
    The Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994 is a U.S. federal law that deregulated interstate banking by allowing bank holding companies and banks to expand and operate branches across state lines, reshaping the national banking landscape.
  • E. Gramm-Leach-Bliley Act of 1999
    The Gramm-Leach-Bliley Act of 1999 is a U.S. federal law that overhauled financial regulation by repealing key parts of Glass-Steagall, allowing the consolidation of commercial banking, investment banking, and insurance services while imposing new consumer privacy and data protection requirements.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029aa877c8190bf6a944f18cca3b8 completed March 22, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e648aa881908411a00d48998ecc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089433c488190b617d0106ba5eba9 completed March 23, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0899063ec8190bb24d9f0d317ffa6 completed March 23, 2026, 12:30 a.m.
Created at: March 22, 2026, 3:50 p.m.