Triple
T2509568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valley Metro |
E52668
|
entity |
| Predicate | primaryCityServed |
P82
|
FINISHED |
| Object | Chandler, Arizona |
E260527
|
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: Chandler, Arizona | Statement: [Valley Metro, primaryCityServed, Chandler, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chandler, Arizona Context triple: [Valley Metro, primaryCityServed, Chandler, Arizona]
-
A.
Chandler, Arizona, United States
chosen
Chandler, Arizona, United States is a rapidly growing suburban city in the Phoenix metropolitan area known for its technology industry, family-friendly neighborhoods, and desert climate.
-
B.
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.
-
C.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
-
D.
Gilbert, Arizona
Gilbert, Arizona is a rapidly growing suburban town in the southeastern Phoenix metropolitan area known for its family-friendly neighborhoods, strong schools, and low crime rate.
-
E.
Mesa, Arizona
Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1ed94a08190a172a426c2123f36 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53fc6f4b48190aebcf7457b6d670d |
completed | March 14, 2026, 11 a.m. |
Created at: March 6, 2026, 9:46 p.m.