Triple

T3391845
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Reform Act of 1978 E71437 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 95-598
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
E354496 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: Public Law 95-598 | Statement: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 95-598
Context triple: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
  • A. Public Law 93-495
    Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
  • B. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • C. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • D. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • E. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • 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: Public Law 95-598
Triple: [Bankruptcy Reform Act of 1978, publicLawNumber, Public Law 95-598]
Generated description
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 95-598
Target entity description: Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
  • A. Public Law 93-495
    Public Law 93-495 is a 1974 U.S. federal statute that, among other financial reforms, enacted the Equal Credit Opportunity Act to prohibit discrimination in credit transactions.
  • B. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • C. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • D. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • E. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • 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_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.
Created at: March 8, 2026, 3:14 p.m.