Triple
T1808423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUBZone Program |
E40273
|
entity |
| Predicate | administeredThrough |
P1417
|
FINISHED |
| Object | SBA Office of Government Contracting and Business Development |
E7603
|
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: SBA Office of Government Contracting and Business Development | Statement: [HUBZone Program, administeredThrough, SBA Office of Government Contracting and Business Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SBA Office of Government Contracting and Business Development Context triple: [HUBZone Program, administeredThrough, SBA Office of Government Contracting and Business Development]
-
A.
Office of Small and Disadvantaged Business Utilization
The Office of Small and Disadvantaged Business Utilization is a federal office that advocates for and facilitates contracting opportunities for small, minority-owned, women-owned, and other disadvantaged businesses within government procurement.
-
B.
U.S. Small Business Administration
chosen
The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
-
C.
Administrator of the Small Business Administration
The Administrator of the Small Business Administration is the head of the U.S. federal agency responsible for supporting and promoting small businesses through loans, contracts, counseling, and assistance programs.
-
D.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
E.
Office of Commercial and Business Affairs
The Office of Commercial and Business Affairs is a U.S. State Department office that advances American business interests abroad by promoting trade, investment, and commercial diplomacy.
- 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.