Triple
T22294092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Tucson government |
E551071
|
entity |
| Predicate | overseesDepartment |
P85516
|
FINISHED |
| Object | Tucson Department of Transportation and Mobility |
—
|
NE NERFINISHED |
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: Tucson Department of Transportation and Mobility | Statement: [City of Tucson government, overseesDepartment, Tucson Department of Transportation and Mobility]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tucson Department of Transportation and Mobility Context triple: [City of Tucson government, overseesDepartment, Tucson Department of Transportation and Mobility]
-
A.
Tucson Department of Transportation and Mobility
chosen
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.
-
B.
Tucson Police Department
The Tucson Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Tucson, Arizona.
-
C.
Tucson Airport Authority
Tucson Airport Authority is a nonprofit organization that owns and operates Tucson International Airport and other aviation facilities in the Tucson, Arizona region.
-
D.
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.”
-
E.
Downtown Tempe Authority
Downtown Tempe Authority is a nonprofit organization that manages and promotes Tempe’s downtown district, coordinating events, business support, and community development initiatives.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.