Triple

T3173956
Position Surface form Disambiguated ID Type / Status
Subject Fannie Mae E66416 entity
Predicate hasProgram P178 FINISHED
Object HomeReady mortgage program
The HomeReady mortgage program is a Fannie Mae-backed affordable home loan option designed to help low- to moderate-income borrowers qualify for homeownership with flexible underwriting and lower down payment requirements.
E333114 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: HomeReady mortgage program | Statement: [Fannie Mae, hasProgram, HomeReady mortgage program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HomeReady mortgage program
Context triple: [Fannie Mae, hasProgram, HomeReady mortgage program]
  • A. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • B. 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.
  • C. 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.
  • D. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • E. 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.
  • 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: HomeReady mortgage program
Triple: [Fannie Mae, hasProgram, HomeReady mortgage program]
Generated description
The HomeReady mortgage program is a Fannie Mae-backed affordable home loan option designed to help low- to moderate-income borrowers qualify for homeownership with flexible underwriting and lower down payment requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HomeReady mortgage program
Target entity description: The HomeReady mortgage program is a Fannie Mae-backed affordable home loan option designed to help low- to moderate-income borrowers qualify for homeownership with flexible underwriting and lower down payment requirements.
  • A. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • B. 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.
  • C. 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.
  • D. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • E. 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.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada670c800819098937783e2b05c7a completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.