Triple
T3317822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Surprise, Arizona |
E69721
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Northwest Valley of the Phoenix area |
E256994
|
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: Northwest Valley of the Phoenix area | Statement: [Surprise, Arizona, region, Northwest Valley of the Phoenix area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Valley of the Phoenix area Context triple: [Surprise, Arizona, region, Northwest Valley of the Phoenix area]
-
A.
West Valley of the Phoenix metropolitan area
chosen
The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
-
B.
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.
-
C.
Tempe Valley
Tempe Valley is a narrow, scenic gorge in the region of Thessaly in central Greece, historically renowned for its natural beauty and mythological associations.
-
D.
Verde Valley
Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
-
E.
East Valley
East Valley is a suburban region in the southeastern part of the Phoenix metropolitan area in Arizona, known for its rapidly growing cities, family-oriented communities, and technology-driven economy.
- 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_69ad85a0bb048190a5458d2738012d61 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb113cb6c8190989b06476f6015fd |
completed | March 8, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3fd5440819092f6847e56c05ff8 |
completed | March 12, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:11 p.m.