Triple

T13118510
Position Surface form Disambiguated ID Type / Status
Subject Jeb Hensarling E311660 entity
Predicate sponsoredLegislation P2257 FINISHED
Object Financial CHOICE Act
The Financial CHOICE Act was a Republican-backed U.S. legislative proposal aimed at rolling back key provisions of the Dodd-Frank financial regulations and reshaping federal oversight of the banking industry.
E1022315 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: Financial CHOICE Act | Statement: [Jeb Hensarling, sponsoredLegislation, Financial CHOICE Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Financial CHOICE Act
Context triple: [Jeb Hensarling, sponsoredLegislation, Financial CHOICE Act]
  • A. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • B. Consumer Financial Protection Act of 2010
    The Consumer Financial Protection Act of 2010 is a U.S. federal law enacted as part of the Dodd–Frank Act that created the Consumer Financial Protection Bureau and overhauled consumer financial protection regulation in areas such as mortgages, credit cards, and other financial products.
  • C. Fiscal Responsibility and Budget Management Act
    The Fiscal Responsibility and Budget Management Act is an Indian law aimed at institutionalizing financial discipline by setting targets for reducing fiscal deficits and improving the government’s overall fiscal health.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. FAST Act
    The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
  • 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: Financial CHOICE Act
Triple: [Jeb Hensarling, sponsoredLegislation, Financial CHOICE Act]
Generated description
The Financial CHOICE Act was a Republican-backed U.S. legislative proposal aimed at rolling back key provisions of the Dodd-Frank financial regulations and reshaping federal oversight of the banking industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Financial CHOICE Act
Target entity description: The Financial CHOICE Act was a Republican-backed U.S. legislative proposal aimed at rolling back key provisions of the Dodd-Frank financial regulations and reshaping federal oversight of the banking industry.
  • A. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • B. Consumer Financial Protection Act of 2010
    The Consumer Financial Protection Act of 2010 is a U.S. federal law enacted as part of the Dodd–Frank Act that created the Consumer Financial Protection Bureau and overhauled consumer financial protection regulation in areas such as mortgages, credit cards, and other financial products.
  • C. Fiscal Responsibility and Budget Management Act
    The Fiscal Responsibility and Budget Management Act is an Indian law aimed at institutionalizing financial discipline by setting targets for reducing fiscal deficits and improving the government’s overall fiscal health.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. FAST Act
    The FAST Act is a U.S. federal law that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and rail.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e284c3c881909d65e2ba89fbe7af completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:06 p.m.