Triple

T19309664
Position Surface form Disambiguated ID Type / Status
Subject Home Ownership and Equity Protection Act E482930 entity
Predicate influenced P9 FINISHED
Object CFPB high-cost mortgage rules under Regulation Z
CFPB high-cost mortgage rules under Regulation Z are federal consumer protection regulations that impose enhanced disclosure, fee, and underwriting restrictions on certain high-cost home loans to prevent predatory 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: CFPB high-cost mortgage rules under Regulation Z | Statement: [Home Ownership and Equity Protection Act, influenced, CFPB high-cost mortgage rules under Regulation Z]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CFPB high-cost mortgage rules under Regulation Z
Context triple: [Home Ownership and Equity Protection Act, influenced, CFPB high-cost mortgage rules under Regulation Z]
  • 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. Secure and Fair Enforcement for Mortgage Licensing Act
    The Secure and Fair Enforcement for Mortgage Licensing Act is a U.S. law that establishes nationwide standards and a registration system to enhance accountability and consumer protection in the residential mortgage industry.
  • C. 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.
  • D. Regulation B
    Regulation B is a U.S. federal regulation issued by the Federal Reserve and CFPB that prohibits discrimination in any aspect of a credit transaction and sets rules for how creditors must handle credit applications and adverse action notices.
  • E. Real Estate Settlement Procedures Act
    The Real Estate Settlement Procedures Act is a U.S. federal law that protects homebuyers by requiring transparency and prohibiting abusive practices in real estate settlement and mortgage lending.
  • 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: CFPB high-cost mortgage rules under Regulation Z
Triple: [Home Ownership and Equity Protection Act, influenced, CFPB high-cost mortgage rules under Regulation Z]
Generated description
CFPB high-cost mortgage rules under Regulation Z are federal consumer protection regulations that impose enhanced disclosure, fee, and underwriting restrictions on certain high-cost home loans to prevent predatory lending practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CFPB high-cost mortgage rules under Regulation Z
Target entity description: CFPB high-cost mortgage rules under Regulation Z are federal consumer protection regulations that impose enhanced disclosure, fee, and underwriting restrictions on certain high-cost home loans to prevent predatory 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. Secure and Fair Enforcement for Mortgage Licensing Act
    The Secure and Fair Enforcement for Mortgage Licensing Act is a U.S. law that establishes nationwide standards and a registration system to enhance accountability and consumer protection in the residential mortgage industry.
  • C. 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.
  • D. Regulation B
    Regulation B is a U.S. federal regulation issued by the Federal Reserve and CFPB that prohibits discrimination in any aspect of a credit transaction and sets rules for how creditors must handle credit applications and adverse action notices.
  • E. Real Estate Settlement Procedures Act
    The Real Estate Settlement Procedures Act is a U.S. federal law that protects homebuyers by requiring transparency and prohibiting abusive practices in real estate settlement and mortgage lending.
  • 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_69d8e8d04d5c8190baa816986f2b1d1e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e604cc62e08190b5ba5dfc44efdc5c completed April 20, 2026, 10:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07145da9f081908db403f7f832731d completed May 15, 2026, 12:41 p.m.
NEDg Description generation batch_6a0715514bac8190aafb36b96d4b167d completed May 15, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_6a07163cb15881908435e7d2fa68b06e completed May 15, 2026, 12:49 p.m.
Created at: April 10, 2026, 1:32 p.m.