Triple

T11861267
Position Surface form Disambiguated ID Type / Status
Subject HUD 4000.1 Single Family Housing Policy Handbook E282162 entity
Predicate subject P450 FINISHED
Object FHA mortgage insurance E1711 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 mortgage insurance | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, subject, FHA mortgage insurance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHA mortgage insurance
Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, subject, FHA mortgage insurance]
  • A. 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.
  • B. FHA 203(b) basic home mortgage program
    The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
  • C. Housing and Home Finance Agency
    The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
  • D. Federal Housing Administration chosen
    The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
  • E. Ginnie Mae
    Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
  • 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.