Triple
T10024473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Women-Owned Small Business Federal Contracting Program |
E200690
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Economically Disadvantaged Women-Owned Small Business (EDWOSB) program
The Economically Disadvantaged Women-Owned Small Business (EDWOSB) program is a U.S. federal initiative that helps women-owned small businesses with demonstrated economic disadvantage compete for set-aside government contracts in designated industries.
|
E200690
|
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: Economically Disadvantaged Women-Owned Small Business (EDWOSB) program | Statement: [Women-Owned Small Business Federal Contracting Program, hasComponent, Economically Disadvantaged Women-Owned Small Business (EDWOSB) program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economically Disadvantaged Women-Owned Small Business (EDWOSB) program Context triple: [Women-Owned Small Business Federal Contracting Program, hasComponent, Economically Disadvantaged Women-Owned Small Business (EDWOSB) program]
-
A.
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.
-
B.
Women’s Business Center Program
The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
-
C.
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.
-
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.
U.S. Small Business Administration loan programs
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
- 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: Economically Disadvantaged Women-Owned Small Business (EDWOSB) program Triple: [Women-Owned Small Business Federal Contracting Program, hasComponent, Economically Disadvantaged Women-Owned Small Business (EDWOSB) program]
Generated description
The Economically Disadvantaged Women-Owned Small Business (EDWOSB) program is a U.S. federal initiative that helps women-owned small businesses with demonstrated economic disadvantage compete for set-aside government contracts in designated industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economically Disadvantaged Women-Owned Small Business (EDWOSB) program Target entity description: The Economically Disadvantaged Women-Owned Small Business (EDWOSB) program is a U.S. federal initiative that helps women-owned small businesses with demonstrated economic disadvantage compete for set-aside government contracts in designated industries.
-
A.
Women-Owned Small Business Federal Contracting Program
chosen
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.
-
B.
Women’s Business Center Program
The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
-
C.
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.
-
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.
U.S. Small Business Administration loan programs
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
- F. None of above.
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_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_69d28222773c81908eb84974fd6ce106 |
completed | April 5, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_69d282fd10248190a1a0b4573b2065ae |
completed | April 5, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d283d0e1748190a0c65bbaa8e8348e |
completed | April 5, 2026, 3:46 p.m. |
Created at: March 30, 2026, 8:53 p.m.