Triple
T11516296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Phoenix Public Transit Department |
E273038
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Maricopa Association of Governments |
E100488
|
NE FINISHED |
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 | Statement: [City of Phoenix Public Transit Department, collaboratesWith, Maricopa Association of Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Association of Governments Context triple: [City of Phoenix Public Transit Department, collaboratesWith, Maricopa Association of Governments]
-
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.
San Diego Association of Governments
The San Diego Association of Governments is a regional planning and transportation agency that coordinates land use, transit, and infrastructure policy for the greater San Diego metropolitan area.
-
E.
Metro Council
The Metro Council is the elected regional governing body that sets policy and oversees land use, transportation, and other regional services for the Portland, Oregon metropolitan area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d87fcc72a48190b81acedfcc8685d3 |
completed | April 10, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e625143a608190a1119b30c08df0fd |
completed | April 20, 2026, 1:07 p.m. |
Created at: April 8, 2026, 9:36 p.m.