Triple
T22585640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Charlotte government |
E564782
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object | Charlotte Planning, Design & 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: Charlotte Planning, Design & Development Department | Statement: [City of Charlotte government, hasSubdivision, Charlotte Planning, Design & Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlotte Planning, Design & Development Department Context triple: [City of Charlotte government, hasSubdivision, Charlotte Planning, Design & Development Department]
-
A.
Phoenix Planning and Development Department
The Phoenix Planning and Development Department is the municipal agency responsible for guiding land use, zoning, building safety, and urban growth within the City of Phoenix.
-
B.
Planning and Economic Development Department
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.
-
C.
Department of City Planning
The Department of City Planning is an academic unit within the University of Manitoba’s Faculty of Architecture that focuses on education and research in urban and regional planning.
-
D.
Canton Planning and Zoning Department
The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
-
E.
Department of Planning and Community Development of Atlanta
The Department of Planning and Community Development of Atlanta is a city agency responsible for guiding land use, zoning, urban design, and neighborhood development to support Atlanta’s growth and quality of life.
- 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: Charlotte Planning, Design & Development Department Target entity description: The Charlotte Planning, Design & Development Department is the City of Charlotte’s municipal agency responsible for guiding land use, urban design, zoning, and long-range growth and development policy.
-
A.
Phoenix Planning and Development Department
The Phoenix Planning and Development Department is the municipal agency responsible for guiding land use, zoning, building safety, and urban growth within the City of Phoenix.
-
B.
Planning and Economic Development Department
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.
-
C.
Department of City Planning
The Department of City Planning is an academic unit within the University of Manitoba’s Faculty of Architecture that focuses on education and research in urban and regional planning.
-
D.
Canton Planning and Zoning Department
The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
-
E.
Department of Planning and Community Development of Atlanta
The Department of Planning and Community Development of Atlanta is a city agency responsible for guiding land use, zoning, urban design, and neighborhood development to support Atlanta’s growth and quality of life.
- 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_69e245836014819091b91ed3074742a3 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1615c18f88190ad4f23639d15f337 |
completed | April 29, 2026, 1:39 a.m. |
Created at: April 17, 2026, 2:45 p.m.