Triple

T2774283
Position Surface form Disambiguated ID Type / Status
Subject 109th United States Congress E61530 entity
Predicate passedAct P6890 FINISHED
Object Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
E297385 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: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 | Statement: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
Context triple: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
  • A. Bankruptcy Reform Act of 1978
    The Bankruptcy Reform Act of 1978 is a landmark U.S. federal law that overhauled the nation’s bankruptcy system, creating the modern bankruptcy code and structure of bankruptcy courts.
  • B. Bankruptcy Amendments and Federal Judgeship Act of 1984
    The Bankruptcy Amendments and Federal Judgeship Act of 1984 is a U.S. federal law that overhauled the bankruptcy system and restructured the jurisdiction and authority of federal bankruptcy courts and judges.
  • C. Debt Collection Improvement Act of 1996
    The Debt Collection Improvement Act of 1996 is a U.S. federal law that strengthened the government’s ability to collect delinquent non-tax debts by standardizing collection practices, expanding administrative offset, and promoting the use of centralized debt management systems.
  • D. Federal Rules of Bankruptcy Procedure
    The Federal Rules of Bankruptcy Procedure are a set of procedural rules that govern how bankruptcy cases are conducted and administered in the United States federal court system.
  • E. United States bankruptcy law
    United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
  • 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: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
Triple: [109th United States Congress, passedAct, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
Generated description
The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
Target entity description: The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
  • A. Bankruptcy Reform Act of 1978
    The Bankruptcy Reform Act of 1978 is a landmark U.S. federal law that overhauled the nation’s bankruptcy system, creating the modern bankruptcy code and structure of bankruptcy courts.
  • B. Bankruptcy Amendments and Federal Judgeship Act of 1984
    The Bankruptcy Amendments and Federal Judgeship Act of 1984 is a U.S. federal law that overhauled the bankruptcy system and restructured the jurisdiction and authority of federal bankruptcy courts and judges.
  • C. Debt Collection Improvement Act of 1996
    The Debt Collection Improvement Act of 1996 is a U.S. federal law that strengthened the government’s ability to collect delinquent non-tax debts by standardizing collection practices, expanding administrative offset, and promoting the use of centralized debt management systems.
  • D. Federal Rules of Bankruptcy Procedure
    The Federal Rules of Bankruptcy Procedure are a set of procedural rules that govern how bankruptcy cases are conducted and administered in the United States federal court system.
  • E. United States bankruptcy law
    United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd7f9570819087f1b1cb59d68586 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc058c8a48190bbd151251678b4ee completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc15513f48190a22f83571be2e0bd completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc1c9440c8190abf9dc063109af45 completed March 10, 2026, 7:01 a.m.
Created at: March 6, 2026, 9:57 p.m.