Triple
T7587207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clean Teams program |
E179644
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object | District of Columbia 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: District of Columbia Department of Small and Local Business Development | Statement: [Clean Teams program, operatedBy, District of Columbia Department of Small and Local Business Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Small and Local Business Development Context triple: [Clean Teams program, operatedBy, District of Columbia Department of Small and Local Business Development]
-
A.
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.
-
B.
District of Columbia Department of Consumer and Regulatory Affairs
The District of Columbia Department of Consumer and Regulatory Affairs is a local government agency responsible for business licensing, building permits, inspections, and enforcement of consumer and regulatory laws in Washington, D.C.
-
C.
District of Columbia Department of Public Works
The District of Columbia Department of Public Works is the municipal agency responsible for services such as trash and recycling collection, street and alley cleaning, parking enforcement, and related public space maintenance in Washington, D.C.
-
D.
District of Columbia Office of Contracting and Procurement
The District of Columbia Office of Contracting and Procurement is the central government agency responsible for managing and overseeing purchasing and contracting activities for the District’s public agencies and programs.
-
E.
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
- 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.