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.