Triple
T21401920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Santa Rosa |
E527930
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object | Planning and Economic Development Department |
—
|
NE NERFINISHED |
How this triple was built (3 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: Planning and Economic Development Department | Statement: [City of Santa Rosa, operates, Planning and Economic Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Planning and Economic Development Department Context triple: [City of Santa Rosa, operates, Planning and Economic Development Department]
-
A.
Department of Planning and Economic Development
The Department of Planning and Economic Development is a municipal agency in the Town of Hempstead responsible for guiding land use, zoning, and economic growth initiatives within the town.
-
B.
Office of Planning and Development
The Office of Planning and Development is a New York State government agency responsible for guiding community development, land use, and coastal management policies under the direction of the Secretary of State.
-
C.
Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
-
D.
Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Planning and Economic Development Department Target entity description: The Planning and Economic Development Department is a municipal agency responsible for guiding land use, development, and economic growth within the City of Santa Rosa.
-
A.
Department of Planning and Economic Development
The Department of Planning and Economic Development is a municipal agency in the Town of Hempstead responsible for guiding land use, zoning, and economic growth initiatives within the town.
-
B.
Office of Planning and Development
The Office of Planning and Development is a New York State government agency responsible for guiding community development, land use, and coastal management policies under the direction of the Secretary of State.
-
C.
Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
-
D.
Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69e0b520ee3c8190abddbee7e37e834c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b1702b44819080b282c22d151c88 |
completed | April 22, 2026, 11:30 a.m. |
Created at: April 16, 2026, 5:18 p.m.