Triple
T19710917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona's 1st congressional district |
E473341
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | San Tan Valley, Arizona |
—
|
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: San Tan Valley, Arizona | Statement: [Arizona's 1st congressional district, locatedIn, San Tan Valley, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Tan Valley, Arizona Context triple: [Arizona's 1st congressional district, locatedIn, San Tan Valley, Arizona]
-
A.
San Tan Valley, Arizona
chosen
San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
-
B.
Oro Valley, Arizona
Oro Valley, Arizona is a suburban town north of Tucson known for its scenic Sonoran Desert setting, outdoor recreation, and affluent residential communities.
-
C.
Tolleson, Arizona
Tolleson, Arizona is a small suburban city in Maricopa County within the Phoenix metropolitan area, known for its industrial base and proximity to major transportation routes.
-
D.
Scottsdale, Arizona
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
-
E.
Litchfield Park, Arizona
Litchfield Park, Arizona is a small, affluent suburban city in Maricopa County known for its planned community layout, palm-lined streets, and resort-style atmosphere in the Phoenix metropolitan area.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64407ed208190944ae43b5e44bbdc |
completed | April 20, 2026, 3:19 p.m. |
Created at: April 10, 2026, 1:46 p.m.