Triple
T1819530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Small Business Development Center Program |
E40511
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | SBDC Program |
E40511
|
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: SBDC Program | Statement: [Small Business Development Center Program, abbreviation, SBDC Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SBDC Program Context triple: [Small Business Development Center Program, abbreviation, SBDC Program]
-
A.
Small Business Development Center Program
chosen
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.
-
B.
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.
-
C.
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.
-
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.
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.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f9f32c819084948e7ce7fa6f2e |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf629af48190a27fddc764e306a7 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.