Triple

T1341132
Position Surface form Disambiguated ID Type / Status
Subject Consumer Financial Protection Bureau E28465 entity
Predicate enforces P760 FINISHED
Object Fair Debt Collection Practices Act
The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
E155081 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: Fair Debt Collection Practices Act | Statement: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fair Debt Collection Practices Act
Context triple: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices Act]
  • A. 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.
  • B. 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.
  • C. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • D. 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.
  • E. 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.
  • 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: Fair Debt Collection Practices Act
Triple: [Consumer Financial Protection Bureau, enforces, Fair Debt Collection Practices Act]
Generated description
The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fair Debt Collection Practices Act
Target entity description: The Fair Debt Collection Practices Act is a U.S. federal law that protects consumers from abusive, deceptive, and unfair debt collection practices by regulating how third-party debt collectors may conduct their business.
  • A. 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.
  • B. 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.
  • C. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • D. 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.
  • E. 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.
  • 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c215fc008190b01fd8150b9f3b2a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc6305c988190830dd535726c6338 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc91793688190a223365d50498cc7 completed March 8, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69acc9b8c86c8190bc3526b85604884d completed March 8, 2026, 12:58 a.m.
Created at: March 1, 2026, 7:56 p.m.