Triple
T21329225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nogales, Arizona |
E525852
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Arizona Sun Corridor |
—
|
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: Arizona Sun Corridor | Statement: [Nogales, Arizona, isPartOf, Arizona Sun Corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Sun Corridor Context triple: [Nogales, Arizona, isPartOf, Arizona Sun Corridor]
-
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.
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.
-
C.
Los Angeles–Phoenix–Tucson corridor
The Los Angeles–Phoenix–Tucson corridor is a major interstate transportation and economic axis in the southwestern United States linking Southern California with central and southern Arizona.
-
D.
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.
-
E.
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.
- 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7ab4f95fc819087eb32dca7da689a |
completed | April 21, 2026, 4:52 p.m. |
Created at: April 16, 2026, 4:42 p.m.