Triple

T3391859
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Reform Act of 1978 E71437 entity
Predicate governs P760 FINISHED
Object Chapter 13 adjustment of debts of an individual with regular income E354495 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: Chapter 13 adjustment of debts of an individual with regular income | Statement: [Bankruptcy Reform Act of 1978, governs, Chapter 13 adjustment of debts of an individual with regular income]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chapter 13 adjustment of debts of an individual with regular income
Context triple: [Bankruptcy Reform Act of 1978, governs, Chapter 13 adjustment of debts of an individual with regular income]
  • A. Chapter 13 – Adjustment of Debts of an Individual with Regular Income chosen
    Chapter 13 – Adjustment of Debts of an Individual with Regular Income is a U.S. bankruptcy law provision that allows qualifying individuals with steady income to reorganize and repay their debts over time under court-approved plans.
  • B. Chapter 12 – Adjustment of Debts of a Family Farmer or Fisherman with Regular Annual Income
    Chapter 12 – Adjustment of Debts of a Family Farmer or Fisherman with Regular Annual Income is a specialized bankruptcy chapter in U.S. law that provides a streamlined process for financially distressed family farmers and fishermen to reorganize and repay their debts while continuing operations.
  • C. 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.
  • D. Commission on the Bankruptcy Laws of the United States
    The Commission on the Bankruptcy Laws of the United States was a federal advisory body established by Congress in the late 1960s to study and recommend comprehensive reforms to the nation’s bankruptcy system.
  • E. 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.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb850594c81909b6f8a384fc98cb2 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35464d9a88190aec3a7597cecff21 completed March 13, 2026, 12:03 a.m.
Created at: March 8, 2026, 3:14 p.m.