Triple
T1808163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microloan Program |
E40267
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | 7(a) Loan Program |
E40266
|
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: 7(a) Loan Program | Statement: [Microloan Program, relatedTo, 7(a) Loan Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 7(a) Loan Program Context triple: [Microloan Program, relatedTo, 7(a) Loan Program]
-
A.
7(a) Loan Program
chosen
The 7(a) Loan Program is the U.S. Small Business Administration’s primary business loan program that helps small businesses obtain financing by providing government-backed guarantees to participating lenders.
-
B.
Section 108 Loan Guarantee program
The Section 108 Loan Guarantee program is a U.S. federal financing tool that allows local governments to leverage future Community Development Block Grant funds to support large-scale community and economic development projects, such as housing, infrastructure, and job creation.
-
C.
8(a) Business Development Program
The 8(a) Business Development Program is a U.S. federal initiative that helps small, socially and economically disadvantaged businesses grow through training, technical assistance, and access to government contracting opportunities.
-
D.
Microloan Program
The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
-
E.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
- 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6599f35c8190aefd20773365fdcf |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5e137bc81908294dd6b67789526 |
completed | March 8, 2026, 5:46 p.m. |
Created at: March 4, 2026, 7:32 p.m.