Triple

T14298276
Position Surface form Disambiguated ID Type / Status
Subject Chapter 13 – Adjustment of Debts of an Individual with Regular Income E354495 entity
Predicate legalBasis P125 FINISHED
Object United States Bankruptcy Code
The United States Bankruptcy Code is the federal statutory framework that governs all bankruptcy proceedings in the United States, outlining the rights, obligations, and procedures for debtors and creditors across various bankruptcy chapters.
E71435 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: United States Bankruptcy Code | Statement: [Chapter 13 – Adjustment of Debts of an Individual with Regular Income, legalBasis, United States Bankruptcy Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Bankruptcy Code
Context triple: [Chapter 13 – Adjustment of Debts of an Individual with Regular Income, legalBasis, United States Bankruptcy Code]
  • A. 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.
  • B. 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.
  • C. Bankruptcy Act of 1898
    The Bankruptcy Act of 1898 was the first lasting federal bankruptcy law in the United States, establishing a comprehensive system for handling insolvency that governed American bankruptcy practice for most of the 20th century.
  • D. 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.
  • E. 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.
  • 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: United States Bankruptcy Code
Triple: [Chapter 13 – Adjustment of Debts of an Individual with Regular Income, legalBasis, United States Bankruptcy Code]
Generated description
The United States Bankruptcy Code is the federal statutory framework that governs all bankruptcy proceedings in the United States, outlining the rights, obligations, and procedures for debtors and creditors across various bankruptcy chapters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Bankruptcy Code
Target entity description: The United States Bankruptcy Code is the federal statutory framework that governs all bankruptcy proceedings in the United States, outlining the rights, obligations, and procedures for debtors and creditors across various bankruptcy chapters.
  • A. United States bankruptcy law chosen
    United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
  • B. 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.
  • C. Bankruptcy Act of 1898
    The Bankruptcy Act of 1898 was the first lasting federal bankruptcy law in the United States, establishing a comprehensive system for handling insolvency that governed American bankruptcy practice for most of the 20th century.
  • D. 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.
  • E. 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.
  • F. None of above.

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_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_69fd4c34d038819097b441c943ea5063 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4dd950848190b30e8b8d13130c1c completed May 8, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69fd4e61e150819080481f324e686c8a completed May 8, 2026, 2:45 a.m.
Created at: April 10, 2026, 1:11 a.m.