Triple
T22112983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tucson Department of Transportation and Mobility |
E546462
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Pima Association of Governments |
—
|
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: Pima Association of Governments | Statement: [Tucson Department of Transportation and Mobility, collaboratesWith, Pima Association of Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pima Association of Governments Context triple: [Tucson Department of Transportation and Mobility, collaboratesWith, Pima Association of Governments]
-
A.
Maricopa Association of Governments
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
-
B.
Salt River Pima-Maricopa Indian Community
The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
-
C.
Pima
Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
-
D.
Pima County, Arizona
Pima County, Arizona is a large county in southern Arizona that includes the city of Tucson and encompasses significant desert and mountain landscapes.
-
E.
Pinal County Board of Supervisors
The Pinal County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Pinal County, Arizona.
- 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: Pima Association of Governments Target entity description: Pima Association of Governments is a regional planning agency in Pima County, Arizona that coordinates transportation, environmental, and economic development initiatives among local governments.
-
A.
Maricopa Association of Governments
The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
-
B.
Salt River Pima-Maricopa Indian Community
The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
-
C.
Pima
Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
-
D.
Pima County, Arizona
Pima County, Arizona is a large county in southern Arizona that includes the city of Tucson and encompasses significant desert and mountain landscapes.
-
E.
Pinal County Board of Supervisors
The Pinal County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Pinal County, Arizona.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294ae7608190901745384a023bab |
completed | April 28, 2026, 9:40 p.m. |
Created at: April 16, 2026, 8:31 p.m.