Triple
T21091899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Native American Direct Loan program |
E519657
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object | VA Loan Guaranty Service |
—
|
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 Service | Statement: [Native American Direct Loan program, administeredBy, VA Loan Guaranty Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VA Loan Guaranty Service Context triple: [Native American Direct Loan program, administeredBy, VA Loan Guaranty Service]
-
A.
VA Home Loan Guaranty Program
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.
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.
-
C.
Loan Guaranty Service
chosen
The Loan Guaranty Service is a division of the U.S. Department of Veterans Affairs that administers home loan benefits and related housing assistance programs for eligible veterans, service members, and their families.
-
D.
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.
-
E.
Federal Home Loan Mortgage Corporation
The Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac, is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to promote liquidity and stability in the housing finance 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.