Triple
T7037953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Queen Creek, Arizona |
E163431
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Higley Unified School District |
E502824
|
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: Higley Unified School District | Statement: [Queen Creek, Arizona, hasSchoolDistrict, Higley Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higley Unified School District Context triple: [Queen Creek, Arizona, hasSchoolDistrict, Higley Unified School District]
-
A.
Higley Unified School District
chosen
Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
-
B.
Queen Creek Unified School District
Queen Creek Unified School District is a public school district serving students in the rapidly growing suburban community of Queen Creek, Arizona.
-
C.
Agua Fria Union High School District
Agua Fria Union High School District is a public high school district in the West Valley region of the Phoenix metropolitan area, serving students in and around Avondale, Arizona.
-
D.
Higley, Arizona
Higley, Arizona is a small unincorporated community in Maricopa County that has largely been annexed by neighboring cities such as Gilbert and Mesa.
-
E.
Glendale Unified School District
Glendale Unified School District is a public school district serving the educational needs of students in and around Glendale, California, through a network of elementary, middle, and high schools.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e223077c819097992089fa83c563 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c78863c2fc8190b9b54613968742e1 |
completed | March 28, 2026, 7:50 a.m. |
Created at: March 27, 2026, 2:36 p.m.