Triple
T2509579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valley Metro |
E52668
|
entity |
| Predicate | primaryCityServed |
P82
|
FINISHED |
| Object | Queen Creek, Arizona |
E163431
|
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: Queen Creek, Arizona | Statement: [Valley Metro, primaryCityServed, Queen Creek, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queen Creek, Arizona Context triple: [Valley Metro, primaryCityServed, Queen Creek, Arizona]
-
A.
Queen Creek, Arizona
chosen
Queen Creek, Arizona is a rapidly growing suburban town in the Phoenix metropolitan area known for its family-friendly communities, agritourism, and desert landscapes.
-
B.
Quartzsite, Arizona
Quartzsite, Arizona is a small desert town in western Arizona famous for its massive winter influx of RVers, rockhounds, and swap-meet vendors drawn to its gem shows and mild climate.
-
C.
Buckeye, Arizona
Buckeye, Arizona is a rapidly growing suburban city in the western part of the Phoenix metropolitan area known for its desert landscapes and expanding residential communities.
-
D.
Peach Springs, Arizona
Peach Springs, Arizona is a small unincorporated community in Mohave County that serves as the primary community and administrative center for the Hualapai Nation.
-
E.
Avondale, Arizona
Avondale, Arizona is a growing suburban city in Maricopa County known for its residential communities, retail centers, and proximity to Phoenix.
- 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_69af1faa33148190a3ad6ece7432b81f |
completed | March 9, 2026, 7:29 p.m. |
Created at: March 6, 2026, 9:46 p.m.