Triple

T4968562
Position Surface form Disambiguated ID Type / Status
Subject Truth in Lending Act E111585 entity
Predicate amendedBy P1121 FINISHED
Object Home Ownership and Equity Protection Act
The Home Ownership and Equity Protection Act is a U.S. federal law designed to curb predatory lending practices in high-cost home loans by imposing enhanced disclosure requirements and restrictions on abusive mortgage terms.
E482930 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: Home Ownership and Equity Protection Act | Statement: [Truth in Lending Act, amendedBy, Home Ownership and Equity Protection Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Home Ownership and Equity Protection Act
Context triple: [Truth in Lending Act, amendedBy, Home Ownership and Equity Protection Act]
  • A. Quality Housing and Work Responsibility Act of 1998
    The Quality Housing and Work Responsibility Act of 1998 is a U.S. federal law that reformed public housing and Section 8 programs by promoting mixed-income communities, encouraging resident self-sufficiency, and granting housing authorities greater flexibility in managing assistance.
  • B. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • C. Housing and Community Development Act of 1977
    The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
  • D. Housing Act of 1959
    The Housing Act of 1959 is a U.S. federal law that significantly expanded federal involvement in housing, particularly by promoting the development of affordable and specialized housing, including for elderly and low-income populations.
  • 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: Home Ownership and Equity Protection Act
Triple: [Truth in Lending Act, amendedBy, Home Ownership and Equity Protection Act]
Generated description
The Home Ownership and Equity Protection Act is a U.S. federal law designed to curb predatory lending practices in high-cost home loans by imposing enhanced disclosure requirements and restrictions on abusive mortgage terms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Home Ownership and Equity Protection Act
Target entity description: The Home Ownership and Equity Protection Act is a U.S. federal law designed to curb predatory lending practices in high-cost home loans by imposing enhanced disclosure requirements and restrictions on abusive mortgage terms.
  • A. Quality Housing and Work Responsibility Act of 1998
    The Quality Housing and Work Responsibility Act of 1998 is a U.S. federal law that reformed public housing and Section 8 programs by promoting mixed-income communities, encouraging resident self-sufficiency, and granting housing authorities greater flexibility in managing assistance.
  • B. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • C. Housing and Community Development Act of 1977
    The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
  • D. Housing Act of 1959
    The Housing Act of 1959 is a U.S. federal law that significantly expanded federal involvement in housing, particularly by promoting the development of affordable and specialized housing, including for elderly and low-income populations.
  • 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

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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7210c8f081908e36595a12d07f64 completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81f43b60819091134778c6379893 completed March 21, 2026, 11:33 a.m.
NEDg Description generation batch_69be82c740988190b1fc8af6bafba375 completed March 21, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69be83cb23488190af7098f9d7af167f completed March 21, 2026, 11:40 a.m.
Created at: March 20, 2026, 1:32 p.m.