Triple
T6212560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Junction, Arizona |
E138903
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Pinal County metropolitan area |
E104347
|
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: Pinal County metropolitan area | Statement: [Apache Junction, Arizona, isPartOf, Pinal County metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pinal County metropolitan area Context triple: [Apache Junction, Arizona, isPartOf, Pinal County metropolitan area]
-
A.
Pinal County, Arizona
chosen
Pinal County, Arizona is a rapidly growing county in south-central Arizona situated between Phoenix and Tucson, known for its mix of desert landscapes, suburban communities, and agricultural areas.
-
B.
Maricopa County, Arizona
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
C.
Gila County, Arizona
Gila County, Arizona is a centrally located county in the state of Arizona known for its rugged mountainous terrain, portions of the Tonto National Forest, and historic mining and ranching communities.
-
D.
Yavapai County, Arizona
Yavapai County, Arizona is a large, centrally located county in the state of Arizona known for its diverse landscapes, historic mining towns, and the city of Prescott as its county seat.
-
E.
Santa Cruz County, Arizona
Santa Cruz County, Arizona is a small, predominantly rural county in southern Arizona along the U.S.–Mexico border, known for its historic city of Nogales and its role in cross-border trade and culture.
- 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_69c008ada364819096c9e92c74d639b5 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0628c52ec8190b9c62c7fdc0aa83b |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f5cf41c8190b4efb1dc0a4a0e5e |
completed | March 23, 2026, 4:50 p.m. |
Created at: March 22, 2026, 4:21 p.m.