Triple
T10024492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Women-Owned Small Business Federal Contracting Program |
E200690
|
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: [Women-Owned Small Business Federal Contracting Program, relatedTo, HUBZone Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUBZone Program Context triple: [Women-Owned Small Business Federal Contracting 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.
Empowerment Zones and Enterprise Communities program
The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
-
C.
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.
-
D.
Office of Small Business Programs
The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
-
E.
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.
- 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd7d9c9c81909a0a0917deed0973 |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26abb0ab08190b5bcf101c5680f3c |
completed | April 5, 2026, 1:59 p.m. |
Created at: March 30, 2026, 8:53 p.m.