Triple

T14298311
Position Surface form Disambiguated ID Type / Status
Subject Chapter 13 – Adjustment of Debts of an Individual with Regular Income E354495 entity
Predicate amendedBy P1121 FINISHED
Object Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 E297385 NE FINISHED

How this triple was built (2 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: [Chapter 13 – Adjustment of Debts of an Individual with Regular Income, amendedBy, 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: [Chapter 13 – Adjustment of Debts of an Individual with Regular Income, amendedBy, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
  • A. Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Fraud Enforcement and Recovery Act of 2009
    The Fraud Enforcement and Recovery Act of 2009 is a U.S. federal law that strengthened criminal and civil enforcement against financial fraud, particularly in response to the 2008 financial crisis.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717cfc948190ace5f1c91283b1c3 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2697648190beade47df424a9e5 completed May 8, 2026, 1:32 a.m.
Created at: April 10, 2026, 1:11 a.m.