Triple
T1808468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Service-Disabled Veteran-Owned Small Business Program |
E40274
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | HUBZone Program |
E40273
|
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: HUBZone Program | Statement: [Service-Disabled Veteran-Owned Small Business Program, relatedTo, HUBZone Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUBZone Program Context triple: [Service-Disabled Veteran-Owned Small Business Program, relatedTo, HUBZone Program]
-
A.
HUBZone Program
chosen
The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
-
B.
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.
-
C.
Small Business Investment Company Program
The Small Business Investment Company Program is a U.S. government initiative that licenses and supports privately managed investment funds to provide long-term capital to small businesses.
-
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.
Small Business Innovation Research program
The Small Business Innovation Research program is a U.S. government initiative that provides competitive funding to small businesses for research and development with strong commercialization potential.
- 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_69adbf58cf648190a5a71adc82cfb618 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.