Triple

T11861252
Position Surface form Disambiguated ID Type / Status
Subject HUD 4000.1 Single Family Housing Policy Handbook E282162 entity
Predicate shortName P43 FINISHED
Object FHA Single Family Housing Policy Handbook E282162 NE FINISHED

How this triple was built (2 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: FHA Single Family Housing Policy Handbook | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, shortName, FHA Single Family Housing Policy Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHA Single Family Housing Policy Handbook
Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, shortName, FHA Single Family Housing Policy Handbook]
  • A. HUD 4000.1 Single Family Housing Policy Handbook chosen
    The HUD 4000.1 Single Family Housing Policy Handbook is the U.S. Department of Housing and Urban Development’s comprehensive, consolidated guide outlining policies and requirements for FHA single-family mortgage insurance programs.
  • B. 24 CFR Part 3500
    24 CFR Part 3500 is a federal regulation that implemented the Real Estate Settlement Procedures Act (RESPA), governing disclosures and practices in residential real estate settlement and mortgage transactions.
  • C. 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.
  • D. Section 23 of the U.S. Housing Act of 1937 as amended and related HUD regulations
    Section 23 of the U.S. Housing Act of 1937, as amended, together with related HUD regulations, establishes the statutory and regulatory framework governing certain federal housing assistance initiatives, including programs that promote family self-sufficiency for participating low-income households.
  • E. FHA 203(k) rehabilitation mortgage insurance program
    The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a69b16bc8190999a0c1240f9ce6a completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281745ca88190968e1f674d0e483c completed April 29, 2026, 10:08 p.m.
Created at: April 8, 2026, 9:43 p.m.