Triple
T1808402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HUBZone Program |
E40273
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | HUBZone |
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 | Statement: [HUBZone Program, abbreviation, HUBZone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HUBZone Context triple: [HUBZone Program, abbreviation, HUBZone]
-
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.
U.S. Small Business Administration
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.
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.
Minority Business Development Agency
The Minority Business Development Agency is a U.S. federal agency dedicated to promoting the growth and competitiveness of minority-owned businesses through programs, services, and advocacy.
-
E.
Fifth Industrial Zone
The Fifth Industrial Zone is a designated manufacturing and industrial district within Egypt’s 6th of October City, hosting a variety of factories and production facilities.
- 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.