Triple
T1808466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Service-Disabled Veteran-Owned Small Business Program |
E40274
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Veteran-Owned Small Business Program
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
|
E205106
|
NE FINISHED |
How this triple was built (4 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: Veteran-Owned Small Business Program | Statement: [Service-Disabled Veteran-Owned Small Business Program, relatedTo, Veteran-Owned Small Business Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Veteran-Owned Small Business Program Context triple: [Service-Disabled Veteran-Owned Small Business Program, relatedTo, Veteran-Owned Small Business Program]
-
A.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
B.
Veterans Entrepreneurship and Small Business Development Act of 1999
The Veterans Entrepreneurship and Small Business Development Act of 1999 is a U.S. federal law designed to expand business opportunities and support programs for veteran-owned, particularly service-disabled veteran-owned, small businesses.
-
C.
Women-Owned Small Business Federal Contracting Program
The Women-Owned Small Business Federal Contracting Program is a U.S. government initiative that helps level the playing field for women entrepreneurs by setting aside certain federal contracts and reducing barriers to competition for eligible women-owned small businesses.
-
D.
SBA Mentor-Protégé Program
The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
-
E.
HUBZone Program
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Veteran-Owned Small Business Program Triple: [Service-Disabled Veteran-Owned Small Business Program, relatedTo, Veteran-Owned Small Business Program]
Generated description
The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Veteran-Owned Small Business Program Target entity description: The Veteran-Owned Small Business Program is a U.S. federal initiative that provides contracting preferences and support to small businesses owned and controlled by military veterans.
-
A.
Service-Disabled Veteran-Owned Small Business Program
The Service-Disabled Veteran-Owned Small Business Program is a federal initiative that provides contracting preferences and support to small businesses owned and controlled by service-disabled veterans.
-
B.
Veterans Entrepreneurship and Small Business Development Act of 1999
The Veterans Entrepreneurship and Small Business Development Act of 1999 is a U.S. federal law designed to expand business opportunities and support programs for veteran-owned, particularly service-disabled veteran-owned, small businesses.
-
C.
Women-Owned Small Business Federal Contracting Program
The Women-Owned Small Business Federal Contracting Program is a U.S. government initiative that helps level the playing field for women entrepreneurs by setting aside certain federal contracts and reducing barriers to competition for eligible women-owned small businesses.
-
D.
SBA Mentor-Protégé Program
The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
-
E.
HUBZone Program
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.
- F. None of above. chosen
Provenance (5 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_69adc9aa4c5881908b21829dda45da5a |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcaef04e88190a88f789a6370bafb |
completed | March 8, 2026, 7:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcb8e053c819082a3d4b36afe35be |
completed | March 8, 2026, 7:18 p.m. |
Created at: March 4, 2026, 7:32 p.m.