Triple
T5593480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cottonwood-Oak Creek School District |
E146937
|
entity |
| Predicate | cityServed |
P82
|
FINISHED |
| Object | Cottonwood, Arizona |
E415335
|
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: Cottonwood, Arizona | Statement: [Cottonwood-Oak Creek School District, cityServed, Cottonwood, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cottonwood, Arizona Context triple: [Cottonwood-Oak Creek School District, cityServed, Cottonwood, Arizona]
-
A.
Cottonwood, Arizona
chosen
Cottonwood, Arizona is a small city in central Arizona’s Verde Valley known for its historic Old Town, wineries, and proximity to Sedona and other outdoor recreation areas.
-
B.
Coolidge, Arizona
Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
-
C.
Douglas, Arizona
Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.
-
D.
Winslow, Arizona
Winslow, Arizona is a small historic Route 66 town in northern Arizona known as a gateway to the Painted Desert and Petrified Forest and for its “Standin’ on the Corner” park celebrating the Eagles song.
-
E.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
- 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_69c009036c408190981a8d690b679b67 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020bb08648190ab1f66cc3e897e6d |
completed | March 22, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a13e3a84819087636d32f0a66491 |
completed | March 23, 2026, 2:11 a.m. |
Created at: March 22, 2026, 3:38 p.m.