Triple
T4744484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona Sun Corridor |
E105326
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object | Surprise, Arizona |
E69721
|
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: Surprise, Arizona | Statement: [Arizona Sun Corridor, hasMajorCity, Surprise, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Surprise, Arizona Context triple: [Arizona Sun Corridor, hasMajorCity, Surprise, Arizona]
-
A.
Surprise, Arizona
chosen
Surprise, Arizona is a rapidly growing city in the Phoenix metropolitan area known for its modern suburban communities, sports facilities, and role as a major Cactus League spring training hub.
-
B.
Williams, Arizona
Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
-
C.
Maricopa, Arizona
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.
-
D.
Safford, Arizona
Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
-
E.
Eloy, Arizona
Eloy, Arizona is a small city in south-central Arizona known for its desert landscape, skydiving centers, and location between Phoenix and Tucson.
- 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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64aa72c0819082ede0f531d75e65 |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf77a49ddc819082fdfe7389b0d8a1 |
completed | March 22, 2026, 5:01 a.m. |
Created at: March 20, 2026, 1:19 p.m.