Triple

T2601108
Position Surface form Disambiguated ID Type / Status
Subject FHA 203(k) rehabilitation mortgage insurance program E58344 entity
Predicate alsoKnownAs P39 FINISHED
Object FHA rehab loan E58344 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 rehab loan | Statement: [FHA 203(k) rehabilitation mortgage insurance program, alsoKnownAs, FHA rehab loan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHA rehab loan
Context triple: [FHA 203(k) rehabilitation mortgage insurance program, alsoKnownAs, FHA rehab loan]
  • A. FHA 203(k) rehabilitation mortgage insurance program chosen
    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. FHA modernization measures
    FHA modernization measures are reforms aimed at updating and strengthening the Federal Housing Administration’s mortgage insurance programs to expand access to affordable homeownership and improve the agency’s financial stability.
  • D. HOPE for Homeowners program
    The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
  • E. Federal Housing Administration
    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.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd4587014819089f78e93adf2144c completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83d37de081909467f8caa17ce3a9 completed March 10, 2026, 2:37 a.m.
Created at: March 6, 2026, 9:49 p.m.