Triple

T3391748
Position Surface form Disambiguated ID Type / Status
Subject United States bankruptcy law E71435 entity
Predicate coreStatute P8819 FINISHED
Object Bankruptcy Code
The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
E71435 NE FINISHED

How this triple was built (5 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 Code | Statement: [United States bankruptcy law, coreStatute, Bankruptcy Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Code
Context triple: [United States bankruptcy law, coreStatute, 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 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.
  • D. 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.
  • E. Bankruptcy Reporter
    Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
  • 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 Code
Triple: [United States bankruptcy law, coreStatute, Bankruptcy Code]
Generated description
The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Code
Target entity description: The Bankruptcy Code is the primary federal statute in the United States that governs how individuals and businesses can seek relief from debts through bankruptcy proceedings.
  • 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 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.
  • D. 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.
  • E. Bankruptcy Reporter
    Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coreStatute
Context triple: [United States bankruptcy law, coreStatute, Bankruptcy Code]
  • A. statuteName
    Indicates the specific legal statute or act by which something is formally designated, governed, or referenced.
  • B. statuteInvolved chosen
    Indicates that a particular statute or legal provision is implicated, referenced, or applied in relation to a given case, event, or legal matter.
  • C. statuteInterpreted
    Indicates that a legal authority (such as a court or agency) has provided an interpretation or authoritative reading of a particular statute.
  • D. establishedByStatute
    Indicates that something has been formally created, defined, or authorized through a specific law or statute.
  • E. statutesAtLargeCitation
    Indicates that one entity cites or is referenced by a specific citation in the United States Statutes at Large.
  • F. None of above.

Provenance (6 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_69b34bc62c788190b6097e02601df386 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e45a6c08190a0011eaa60f3d50a completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34eba517881908806b1ac285448ff completed March 12, 2026, 11:39 p.m.
PD Predicate disambiguation batch_69adadf705608190975423779430cc58 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:14 p.m.