Triple

T21112933
Position Surface form Disambiguated ID Type / Status
Subject Maurice Hinchey E520216 entity
Predicate sponsored P1807 FINISHED
Object FRAC Act
The FRAC Act is a proposed U.S. federal law intended to regulate hydraulic fracturing by closing the so-called "Halliburton loophole" and subjecting fracking to the Safe Drinking Water Act.
E1467506 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: FRAC Act | Statement: [Maurice Hinchey, sponsored, FRAC Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FRAC Act
Context triple: [Maurice Hinchey, sponsored, FRAC Act]
  • 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. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • C. Raker Act
    The Raker Act is a 1913 U.S. federal law that authorized San Francisco to develop the Hetch Hetchy Valley in Yosemite National Park for a public water and power supply, leading to the construction of O'Shaughnessy Dam.
  • D. Omnibus Public Land Management Act of 2009
    The Omnibus Public Land Management Act of 2009 is a comprehensive U.S. federal law that designated numerous new wilderness areas, wild and scenic rivers, and national conservation lands, significantly expanding protections for public lands and natural resources.
  • E. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • 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: FRAC Act
Triple: [Maurice Hinchey, sponsored, FRAC Act]
Generated description
The FRAC Act is a proposed U.S. federal law intended to regulate hydraulic fracturing by closing the so-called "Halliburton loophole" and subjecting fracking to the Safe Drinking Water Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FRAC Act
Target entity description: The FRAC Act is a proposed U.S. federal law intended to regulate hydraulic fracturing by closing the so-called "Halliburton loophole" and subjecting fracking to the Safe Drinking Water Act.
  • 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. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • C. Raker Act
    The Raker Act is a 1913 U.S. federal law that authorized San Francisco to develop the Hetch Hetchy Valley in Yosemite National Park for a public water and power supply, leading to the construction of O'Shaughnessy Dam.
  • D. Omnibus Public Land Management Act of 2009
    The Omnibus Public Land Management Act of 2009 is a comprehensive U.S. federal law that designated numerous new wilderness areas, wild and scenic rivers, and national conservation lands, significantly expanding protections for public lands and natural resources.
  • E. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • 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_69e0b509a318819092fbbcb21d1fe603 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72103b3888190a19e9a40f01fb439 completed April 21, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e1d46881909d0f9ed53a56e945 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a096662d4408190afdfa145b020b915 completed May 17, 2026, 6:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0967590b788190bf81670424bb2a1e completed May 17, 2026, 6:59 a.m.
Created at: April 16, 2026, 2:54 p.m.