Triple

T6772863
Position Surface form Disambiguated ID Type / Status
Subject Secure and Fair Enforcement for Mortgage Licensing Act E155083 entity
Predicate implementedBy P172 FINISHED
Object American Association of Residential Mortgage Regulators
The American Association of Residential Mortgage Regulators is a U.S. organization of state mortgage regulators that develops and coordinates standards, policies, and oversight for the residential mortgage industry.
E618781 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: American Association of Residential Mortgage Regulators | Statement: [Secure and Fair Enforcement for Mortgage Licensing Act, implementedBy, American Association of Residential Mortgage Regulators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Association of Residential Mortgage Regulators
Context triple: [Secure and Fair Enforcement for Mortgage Licensing Act, implementedBy, American Association of Residential Mortgage Regulators]
  • A. Real Estate Regulatory Agency
    The Real Estate Regulatory Agency is the government body in Dubai responsible for regulating, overseeing, and licensing the emirate’s real estate sector and its professionals.
  • B. Federal Financial Institutions Examination Council
    The Federal Financial Institutions Examination Council is a U.S. interagency body that prescribes uniform principles, standards, and reporting forms for the examination and supervision of financial institutions.
  • C. National Association of Insurance Commissioners
    The National Association of Insurance Commissioners is a U.S. standard-setting and regulatory support organization composed of state insurance regulators that coordinates insurance regulation and develops model laws and guidelines.
  • D. North American Securities Administrators Association
    The North American Securities Administrators Association (NASAA) is a voluntary organization of state, provincial, and territorial securities regulators in the United States, Canada, and Mexico that works to protect investors and oversee the securities industry at the local level.
  • E. Federal Housing Finance Board
    The Federal Housing Finance Board was an independent U.S. government agency that regulated the Federal Home Loan Bank System and oversaw its housing finance and community investment activities before being replaced by the Federal Housing Finance Agency.
  • 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: American Association of Residential Mortgage Regulators
Triple: [Secure and Fair Enforcement for Mortgage Licensing Act, implementedBy, American Association of Residential Mortgage Regulators]
Generated description
The American Association of Residential Mortgage Regulators is a U.S. organization of state mortgage regulators that develops and coordinates standards, policies, and oversight for the residential mortgage industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Association of Residential Mortgage Regulators
Target entity description: The American Association of Residential Mortgage Regulators is a U.S. organization of state mortgage regulators that develops and coordinates standards, policies, and oversight for the residential mortgage industry.
  • A. Real Estate Regulatory Agency
    The Real Estate Regulatory Agency is the government body in Dubai responsible for regulating, overseeing, and licensing the emirate’s real estate sector and its professionals.
  • B. Federal Financial Institutions Examination Council
    The Federal Financial Institutions Examination Council is a U.S. interagency body that prescribes uniform principles, standards, and reporting forms for the examination and supervision of financial institutions.
  • C. National Association of Insurance Commissioners
    The National Association of Insurance Commissioners is a U.S. standard-setting and regulatory support organization composed of state insurance regulators that coordinates insurance regulation and develops model laws and guidelines.
  • D. North American Securities Administrators Association
    The North American Securities Administrators Association (NASAA) is a voluntary organization of state, provincial, and territorial securities regulators in the United States, Canada, and Mexico that works to protect investors and oversee the securities industry at the local level.
  • E. Federal Housing Finance Board
    The Federal Housing Finance Board was an independent U.S. government agency that regulated the Federal Home Loan Bank System and oversaw its housing finance and community investment activities before being replaced by the Federal Housing Finance Agency.
  • 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_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.