Triple

T11861263
Position Surface form Disambiguated ID Type / Status
Subject HUD 4000.1 Single Family Housing Policy Handbook E282162 entity
Predicate appliesTo P1129 FINISHED
Object FHA 203(b) program E7194 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 203(b) program | Statement: [HUD 4000.1 Single Family Housing Policy Handbook, appliesTo, FHA 203(b) program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHA 203(b) program
Context triple: [HUD 4000.1 Single Family Housing Policy Handbook, appliesTo, FHA 203(b) program]
  • A. FHA 203(b) basic home mortgage program chosen
    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.
  • B. 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.
  • C. Section 235 homeownership assistance program
    The Section 235 homeownership assistance program was a federal initiative that subsidized mortgage interest to help low- and moderate-income families purchase homes.
  • D. VA Home Loan Guaranty Program
    The VA Home Loan Guaranty Program is a U.S. Department of Veterans Affairs benefit that helps eligible veterans, service members, and certain surviving spouses obtain home financing with favorable terms, often without a down payment or private mortgage insurance.
  • E. Section 236 rental housing assistance program
    The Section 236 rental housing assistance program is a U.S. federal initiative that subsidizes mortgage interest for private developers to provide affordable rental housing to low- and moderate-income households.
  • 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.