Triple
T1126335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cranston-Gonzalez National Affordable Housing Act |
E24727
|
entity |
| Predicate | createdProgram |
P6694
|
FINISHED |
| Object | HOPE homeownership programs |
E65829
|
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: HOPE homeownership programs | Statement: [Cranston-Gonzalez National Affordable Housing Act, createdProgram, HOPE homeownership programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HOPE homeownership programs Context triple: [Cranston-Gonzalez National Affordable Housing Act, createdProgram, HOPE homeownership programs]
-
A.
HOPE for Homeowners program
chosen
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.
-
B.
Housing Trust Fund
The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-income households.
-
C.
United States housing policy
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
-
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.
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.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbdc2718819094f5519ffb56993b |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac539fc3708190b0b3dec5d5c73a71 |
completed | March 7, 2026, 4:34 p.m. |
Created at: March 1, 2026, 7:44 p.m.