Triple
T18670273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regional Council (Maricopa Association of Governments) |
E456455
|
entity |
| Predicate | jurisdiction |
P82
|
FINISHED |
| Object | Maricopa region |
—
|
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 region | Statement: [Regional Council (Maricopa Association of Governments), jurisdiction, Maricopa region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa region Context triple: [Regional Council (Maricopa Association of Governments), jurisdiction, Maricopa region]
-
A.
Palo Verde Valley
Palo Verde Valley is an agricultural region and river valley along the lower Colorado River in southeastern California, known for its irrigated farmlands within the arid Colorado Desert.
-
B.
Mohave Valley area
The Mohave Valley area is a desert river valley region along the lower Colorado River in northwestern Arizona known for its rural communities, recreation on the river, and proximity to the Nevada and California borders.
-
C.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
D.
Maricopa, Arizona
chosen
Maricopa, Arizona is a rapidly growing city in the Sonoran Desert southwest of Phoenix, known for its suburban communities and proximity to major metropolitan amenities.
-
E.
Mesilla Valley
Mesilla Valley is a fertile agricultural region along the Rio Grande in southern New Mexico and western Texas, known for its chile and pecan production and historic communities.
- 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.