Triple
T1341131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Consumer Financial Protection Bureau |
E28465
|
entity |
| Predicate | enforces |
P760
|
FINISHED |
| Object |
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.
|
E155080
|
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: Real Estate Settlement Procedures Act | Statement: [Consumer Financial Protection Bureau, enforces, Real Estate Settlement Procedures Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Real Estate Settlement Procedures Act Context triple: [Consumer Financial Protection Bureau, enforces, Real Estate Settlement Procedures Act]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Federal Housing Enterprises Financial Safety and Soundness Act of 1992
The Federal Housing Enterprises Financial Safety and Soundness Act of 1992 is a U.S. law that established a regulatory framework and oversight standards for government-sponsored housing enterprises such as Fannie Mae and Freddie Mac to ensure their financial safety and stability.
-
E.
Community Reinvestment Act
The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
- 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: Real Estate Settlement Procedures Act Triple: [Consumer Financial Protection Bureau, enforces, Real Estate Settlement Procedures Act]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Real Estate Settlement Procedures Act Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Federal Housing Enterprises Financial Safety and Soundness Act of 1992
The Federal Housing Enterprises Financial Safety and Soundness Act of 1992 is a U.S. law that established a regulatory framework and oversight standards for government-sponsored housing enterprises such as Fannie Mae and Freddie Mac to ensure their financial safety and stability.
-
E.
Community Reinvestment Act
The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
- 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.