Triple

T931196
Position Surface form Disambiguated ID Type / Status
Subject Regulation Z E20095 entity
Predicate implements P1417 FINISHED
Object Truth in Lending Act
The Truth in Lending Act is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
E20095 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: Truth in Lending Act | Statement: [Regulation Z, implements, Truth in Lending Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Truth in Lending Act
Context triple: [Regulation Z, implements, Truth in Lending Act]
  • A. Regulation Z
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • B. Home Mortgage Disclosure Act
    The Home Mortgage Disclosure Act is a U.S. federal law that requires financial institutions to publicly report data on home mortgage lending to help identify discriminatory lending patterns and ensure fair access to credit.
  • C. Equal Credit Opportunity Act
    The Equal Credit Opportunity Act is a U.S. federal law that prohibits discrimination in any aspect of a credit transaction on the basis of characteristics such as race, sex, marital status, religion, national origin, age, or receipt of public assistance.
  • D. Gramm-Leach-Bliley Act of 1999
    The Gramm-Leach-Bliley Act of 1999 is a U.S. federal law that overhauled financial regulation by repealing key parts of Glass-Steagall, allowing the consolidation of commercial banking, investment banking, and insurance services while imposing new consumer privacy and data protection requirements.
  • E. National Consumer Credit Protection Act 2009
    The National Consumer Credit Protection Act 2009 is an Australian federal law that regulates consumer credit and lending practices, establishing licensing, responsible lending obligations, and consumer protections overseen by the Australian Securities and Investments Commission.
  • 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: Truth in Lending Act
Triple: [Regulation Z, implements, Truth in Lending Act]
Generated description
The Truth in Lending Act is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Truth in Lending Act
Target entity description: The Truth in Lending Act is a U.S. federal law that requires lenders to clearly disclose key terms and costs of consumer credit to promote informed borrowing and protect consumers from unfair lending practices.
  • A. Regulation Z chosen
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • B. Home Mortgage Disclosure Act
    The Home Mortgage Disclosure Act is a U.S. federal law that requires financial institutions to publicly report data on home mortgage lending to help identify discriminatory lending patterns and ensure fair access to credit.
  • C. Equal Credit Opportunity Act
    The Equal Credit Opportunity Act is a U.S. federal law that prohibits discrimination in any aspect of a credit transaction on the basis of characteristics such as race, sex, marital status, religion, national origin, age, or receipt of public assistance.
  • D. Gramm-Leach-Bliley Act of 1999
    The Gramm-Leach-Bliley Act of 1999 is a U.S. federal law that overhauled financial regulation by repealing key parts of Glass-Steagall, allowing the consolidation of commercial banking, investment banking, and insurance services while imposing new consumer privacy and data protection requirements.
  • E. National Consumer Credit Protection Act 2009
    The National Consumer Credit Protection Act 2009 is an Australian federal law that regulates consumer credit and lending practices, establishing licensing, responsible lending obligations, and consumer protections overseen by the Australian Securities and Investments Commission.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b34b302c81908fa32cb18f551493 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee1108188190a26c73864c697061 completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f1a1214481909538745d5713e402 completed March 4, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7f2303534819094ae764b20d223ee completed March 4, 2026, 8:49 a.m.
Created at: March 1, 2026, 7:40 p.m.