Triple
T18670223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phoenix regional freeway system |
E456454
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Maricopa Association of Governments (planning) |
—
|
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: Maricopa Association of Governments (planning) | Statement: [Phoenix regional freeway system, maintainedBy, Maricopa Association of Governments (planning)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Association of Governments (planning) Context triple: [Phoenix regional freeway system, maintainedBy, Maricopa Association of Governments (planning)]
-
A.
Maricopa Association of Governments
chosen
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.
Maricopa County Board of Supervisors
The Maricopa County Board of Supervisors is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Maricopa County, Arizona.
-
C.
Phoenix–Mesa Gateway Airport Authority
The Phoenix–Mesa Gateway Airport Authority is the governing body responsible for operating and managing Phoenix–Mesa Gateway Airport in the Phoenix metropolitan area.
-
D.
Maricopa County Parks and Recreation Department
The Maricopa County Parks and Recreation Department is the regional government agency responsible for managing and maintaining Maricopa County’s extensive system of regional parks, trails, and outdoor recreation facilities in Arizona.
-
E.
Maricopa County Community College District Governing Board
The Maricopa County Community College District Governing Board is the elected body responsible for setting policy, overseeing administration, and guiding the overall direction of the community colleges within the Maricopa County Community College District in Arizona.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b1140c81908002c27a33c03ae2 |
completed | April 19, 2026, 10:26 p.m. |
Created at: April 10, 2026, 11:48 a.m.