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.