Triple
T310871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Small Business Administration |
E7603
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
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.
|
E40270
|
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: Women’s Business Center Program | Statement: [U.S. Small Business Administration, operatesProgram, Women’s Business Center Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Women’s Business Center Program Context triple: [U.S. Small Business Administration, operatesProgram, Women’s Business Center Program]
-
A.
McNair Center for Entrepreneurship and Economic Growth
The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
-
B.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
-
C.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
D.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
-
E.
Laurel Business Institute
Laurel Business Institute is a private career and technical school offering vocational and professional training programs in Uniontown, Pennsylvania.
- 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: Women’s Business Center Program Triple: [U.S. Small Business Administration, operatesProgram, Women’s Business Center Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Women’s Business Center Program Target entity description: 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.
-
A.
Oprah Winfrey Leadership Academy for Girls
Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
-
B.
McNair Center for Entrepreneurship and Economic Growth
The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
-
C.
Fellowship Program
The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
-
D.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
E.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
- 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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea49636c8190a69cbd951fc0a4db |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3bc277528819096184b6cc6b98ae2 |
completed | March 1, 2026, 4:10 a.m. |
| NEDg | Description generation | batch_69a3bea16ee48190a033ea3907703e40 |
completed | March 1, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3befc80a8819092506dd29e18f2aa |
completed | March 1, 2026, 4:22 a.m. |
Created at: Feb. 28, 2026, 1:07 p.m.