Triple
T22294094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Tucson government |
E551071
|
entity |
| Predicate | overseesDepartment |
P85516
|
FINISHED |
| Object | Planning and Development Services Department of Tucson |
—
|
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 Development Services Department of Tucson | Statement: [City of Tucson government, overseesDepartment, Planning and Development Services Department of Tucson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Planning and Development Services Department of Tucson Context triple: [City of Tucson government, overseesDepartment, Planning and Development Services Department of Tucson]
-
A.
City of Tucson government
The City of Tucson government is the municipal authority responsible for governing and providing public services to Tucson, Arizona, often affectionately known by the nickname “The Old Pueblo.”
-
B.
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.
-
C.
Tucson Department of Transportation and Mobility
The Tucson Department of Transportation and Mobility is the municipal agency responsible for planning, operating, and overseeing Tucson’s transportation systems and mobility services, including public transit.
-
D.
Office of the Mayor of Tucson
The Office of the Mayor of Tucson is the executive leadership office responsible for overseeing city governance, policy direction, and public representation for the city of Tucson, Arizona.
-
E.
City Clerk of Tucson
The City Clerk of Tucson is the municipal official responsible for managing city records, elections, and legislative documentation for the City of Tucson.
- 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 Development Services Department of Tucson Target entity description: The Planning and Development Services Department of Tucson is the city agency responsible for managing land use, zoning, building permits, and development review to guide Tucson’s growth and urban planning.
-
A.
City of Tucson government
The City of Tucson government is the municipal authority responsible for governing and providing public services to Tucson, Arizona, often affectionately known by the nickname “The Old Pueblo.”
-
B.
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.
-
C.
Tucson Department of Transportation and Mobility
The Tucson Department of Transportation and Mobility is the municipal agency responsible for planning, operating, and overseeing Tucson’s transportation systems and mobility services, including public transit.
-
D.
Office of the Mayor of Tucson
The Office of the Mayor of Tucson is the executive leadership office responsible for overseeing city governance, policy direction, and public representation for the city of Tucson, Arizona.
-
E.
City Clerk of Tucson
The City Clerk of Tucson is the municipal official responsible for managing city records, elections, and legislative documentation for the City of Tucson.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1560f06008190b58e71f7c1bd46f7 |
completed | April 29, 2026, 12:51 a.m. |
Created at: April 16, 2026, 8:41 p.m.