Triple

T3149066
Position Surface form Disambiguated ID Type / Status
Subject FHA modernization measures E65832 entity
Predicate appliesTo P1129 FINISHED
Object FHA mortgage insurance programs 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 programs | Statement: [FHA modernization measures, appliesTo, FHA mortgage insurance programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHA mortgage insurance programs
Context triple: [FHA modernization measures, appliesTo, FHA mortgage insurance programs]
  • A. 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.
  • 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. 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.
  • D. 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).
  • E. 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.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5be30fc819097edb620c65055d5 completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235bad36c8190ab93312950380d36 completed March 12, 2026, 3:40 a.m.
Created at: March 8, 2026, 3:05 p.m.