Triple

T454144
Position Surface form Disambiguated ID Type / Status
Subject FHA 203(b) basic home mortgage program E7194 entity
Predicate distinguishedFrom P1612 FINISHED
Object 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.
E58344 NE FINISHED

How this triple was built (4 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(k) rehabilitation mortgage insurance program | Statement: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FHA 203(k) rehabilitation mortgage insurance program
Context triple: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
  • 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. Home Equity Conversion Mortgage program
    The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
  • C. 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.
  • 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. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: FHA 203(k) rehabilitation mortgage insurance program
Triple: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FHA 203(k) rehabilitation mortgage insurance program
Target entity description: 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.
  • 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. Home Equity Conversion Mortgage program
    The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
  • C. 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.
  • 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. Section 8 Housing Choice Voucher Program
    The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • F. None of above. chosen

Provenance (5 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef87cc7c8190a0fec933457821e2 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a45292107881909b6961418b529c11 completed March 1, 2026, 2:52 p.m.
NEDg Description generation batch_69a4565e3140819088fc9754a9f8350f completed March 1, 2026, 3:08 p.m.
NED2 Entity disambiguation (via description) batch_69a456b3af5c819098e864397ef40550 completed March 1, 2026, 3:09 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.