Triple
T21091996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VA Home Loan Guaranty Program |
E519659
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | VA Loan Guaranty Program |
—
|
NE NERFINISHED |
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: VA Loan Guaranty Program | Statement: [VA Home Loan Guaranty Program, alsoKnownAs, VA Loan Guaranty Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VA Loan Guaranty Program Context triple: [VA Home Loan Guaranty Program, alsoKnownAs, VA Loan Guaranty Program]
-
A.
VA Home Loan Guaranty Program
chosen
The VA Home Loan Guaranty Program is a U.S. Department of Veterans Affairs benefit that helps eligible veterans, service members, and certain surviving spouses obtain home financing with favorable terms, often without a down payment or private mortgage insurance.
-
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.
Section 235 homeownership assistance program
The Section 235 homeownership assistance program was a federal initiative that subsidized mortgage interest to help low- and moderate-income families purchase homes.
-
D.
United States federal homestead program
The United States federal homestead program was a New Deal–era initiative that created planned rural communities and subsidized small farms to provide relief, employment, and improved living conditions for struggling Americans during the Great Depression.
-
E.
Ginnie Mae
Ginnie Mae is a U.S. government corporation that guarantees mortgage-backed securities backed by federally insured or guaranteed loans to support affordable housing and liquidity in the mortgage market.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b507dd9081908fb8bfcbef4c8b46 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7094f6ebc8190a90b014755a9d4a6 |
completed | April 21, 2026, 5:21 a.m. |
Created at: April 16, 2026, 2:51 p.m.