Triple

T6772708
Position Surface form Disambiguated ID Type / Status
Subject Real Estate Settlement Procedures Act E155080 entity
Predicate requires P100 FINISHED
Object Mortgage Servicing Disclosure Statement
The Mortgage Servicing Disclosure Statement is a federally mandated notice provided to borrowers at loan application that explains how and by whom their mortgage will be serviced, including information on potential servicing transfers and related consumer rights.
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: Mortgage Servicing Disclosure Statement | Statement: [Real Estate Settlement Procedures Act, requires, Mortgage Servicing Disclosure Statement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mortgage Servicing Disclosure Statement
Context triple: [Real Estate Settlement Procedures Act, requires, Mortgage Servicing Disclosure Statement]
  • 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. 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. 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.
  • D. 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.
  • E. 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.
  • 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: Mortgage Servicing Disclosure Statement
Triple: [Real Estate Settlement Procedures Act, requires, Mortgage Servicing Disclosure Statement]
Generated description
The Mortgage Servicing Disclosure Statement is a federally mandated notice provided to borrowers at loan application that explains how and by whom their mortgage will be serviced, including information on potential servicing transfers and related consumer rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mortgage Servicing Disclosure Statement
Target entity description: The Mortgage Servicing Disclosure Statement is a federally mandated notice provided to borrowers at loan application that explains how and by whom their mortgage will be serviced, including information on potential servicing transfers and related consumer rights.
  • 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. 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. 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.
  • D. 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.
  • E. 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.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24aaf948190a544cc28b7de67c4 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712c75b9c819099b0be616925a0b9 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c7135106288190b5b20523c3efa229 completed March 27, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69c7141cd52c8190a783590ad1067840 completed March 27, 2026, 11:34 p.m.
Created at: March 27, 2026, 2:13 p.m.