Triple
T7587161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DSLBD |
E179643
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Department of Small and Local Business Development |
E33484
|
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: Department of Small and Local Business Development | Statement: [DSLBD, fullName, Department of Small and Local Business Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Small and Local Business Development Context triple: [DSLBD, fullName, Department of Small and Local Business Development]
-
A.
Office of Small Business Programs
The Office of Small Business Programs is a U.S. Army office responsible for promoting and overseeing small business participation in Army contracts and procurement opportunities.
-
B.
Department of Economic Development
The Department of Economic Development was a former Isle of Man government department responsible for promoting economic growth, business support, and inward investment before its functions were absorbed into the Department for Enterprise.
-
C.
District of Columbia Department of Small and Local Business Development
chosen
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
-
D.
Development Bureau
The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban development.
-
E.
Department of Business
The Department of Business at Concord University is an academic unit that offers business-related programs and courses preparing students for careers in fields such as management, marketing, finance, and accounting.
- 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_69c69f335248819093c1006f30513708 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9970efc8190b1b9286d86331359 |
completed | March 27, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86186ce4481908e528c57cdd07d2d |
completed | March 28, 2026, 11:17 p.m. |
Created at: March 27, 2026, 3:52 p.m.