Triple
T5834463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pima County, Arizona |
E129433
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Arizona Sun Corridor megaregion |
E105326
|
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: Arizona Sun Corridor megaregion | Statement: [Pima County, Arizona, partOf, Arizona Sun Corridor megaregion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Sun Corridor megaregion Context triple: [Pima County, Arizona, partOf, Arizona Sun Corridor megaregion]
-
A.
Arizona Sun Corridor
chosen
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.
-
B.
San Luis–Yuma metropolitan area
The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
-
C.
Valley of the Sun
The Valley of the Sun is a major metropolitan region in central Arizona centered on Phoenix, known for its desert climate, rapid growth, and sprawling urban development.
-
D.
Phoenix metropolitan area
The Phoenix metropolitan area is a large, rapidly growing urban region in central Arizona centered on the city of Phoenix and known for its desert climate, sprawling suburbs, and major economic and cultural influence in the American Southwest.
-
E.
Riverside–San Bernardino–Ontario metropolitan area
The Riverside–San Bernardino–Ontario metropolitan area, often called the Inland Empire, is a major Southern California region known for its rapidly growing population, extensive logistics and warehousing industry, and role as a key inland hub east of Los Angeles.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a1e6a88190b1aac05511793315 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a193ac408190a06159406a814adb |
completed | March 23, 2026, 2:12 a.m. |
Created at: March 22, 2026, 3:54 p.m.