Triple

T6772741
Position Surface form Disambiguated ID Type / Status
Subject Fair Debt Collection Practices Act E155081 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 95-109
Public Law 95-109 is the 1977 U.S. federal statute that enacted the Fair Debt Collection Practices Act, establishing nationwide rules and protections against abusive debt collection practices.
E620448 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 95-109 | Statement: [Fair Debt Collection Practices Act, publicLawNumber, Public Law 95-109]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 95-109
Context triple: [Fair Debt Collection Practices Act, publicLawNumber, Public Law 95-109]
  • A. 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.
  • B. Public Law 95-113
    Public Law 95-113 is a major United States federal statute enacted in 1977 that reauthorized and revised national farm, food, and nutrition assistance programs.
  • C. Public Law 95-87
    Public Law 95-87 is the formal designation of the Surface Mining Control and Reclamation Act of 1977, a key U.S. federal law regulating environmental impacts of coal mining and requiring land reclamation.
  • D. Public Law 95-164
    Public Law 95-164 is the United States statute enacted in 1977 that significantly strengthened federal regulation of mine safety and health, forming the basis of modern mine safety standards.
  • E. Public Law 95-128
    Public Law 95-128 is the 1977 U.S. federal statute that, among other housing and credit provisions, enacted the Community Reinvestment Act to encourage banks to meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • 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 95-109
Triple: [Fair Debt Collection Practices Act, publicLawNumber, Public Law 95-109]
Generated description
Public Law 95-109 is the 1977 U.S. federal statute that enacted the Fair Debt Collection Practices Act, establishing nationwide rules and protections against abusive debt collection practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 95-109
Target entity description: Public Law 95-109 is the 1977 U.S. federal statute that enacted the Fair Debt Collection Practices Act, establishing nationwide rules and protections against abusive debt collection practices.
  • A. 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.
  • B. Public Law 95-113
    Public Law 95-113 is a major United States federal statute enacted in 1977 that reauthorized and revised national farm, food, and nutrition assistance programs.
  • C. Public Law 95-87
    Public Law 95-87 is the formal designation of the Surface Mining Control and Reclamation Act of 1977, a key U.S. federal law regulating environmental impacts of coal mining and requiring land reclamation.
  • D. Public Law 95-164
    Public Law 95-164 is the United States statute enacted in 1977 that significantly strengthened federal regulation of mine safety and health, forming the basis of modern mine safety standards.
  • E. Public Law 95-128
    Public Law 95-128 is the 1977 U.S. federal statute that, among other housing and credit provisions, enacted the Community Reinvestment Act to encourage banks to meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24aaf948190a544cc28b7de67c4 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a803fe08190b4dc32d09e91da07 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71c795f8c81909d7ed0a686cae4d7 completed March 28, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69c71d0fbfac8190bd7842963d049524 completed March 28, 2026, 12:13 a.m.
Created at: March 27, 2026, 2:13 p.m.