Triple
T20047601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maricopa, Arizona |
E497602
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object | Maricopa Unified School District |
—
|
NE NERFINISHED |
How this triple was built (3 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: Maricopa Unified School District | Statement: [Maricopa, Arizona, hasPublicSchoolDistrict, Maricopa Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa Unified School District Context triple: [Maricopa, Arizona, hasPublicSchoolDistrict, Maricopa Unified School District]
-
A.
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.
-
B.
Phoenix-Talent School District
Phoenix-Talent School District is a public school district in southern Oregon that serves students from the communities of Phoenix, Talent, and surrounding areas.
-
C.
Higley Unified School District
Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
-
D.
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.
-
E.
Val Verde Unified School District
Val Verde Unified School District is a public school district in Riverside County, California, that operates schools serving students in and around Moreno Valley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maricopa Unified School District Target entity description: Maricopa Unified School District is the primary public school system serving students in the city of Maricopa, Arizona.
-
A.
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.
-
B.
Phoenix-Talent School District
Phoenix-Talent School District is a public school district in southern Oregon that serves students from the communities of Phoenix, Talent, and surrounding areas.
-
C.
Higley Unified School District
Higley Unified School District is a public school district serving students in the Gilbert area of the southeastern Phoenix metropolitan region in Arizona.
-
D.
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.
-
E.
Val Verde Unified School District
Val Verde Unified School District is a public school district in Riverside County, California, that operates schools serving students in and around Moreno Valley.
- F. None of above. chosen
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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6632b2de48190abe2b277d89eb695 |
completed | April 20, 2026, 5:32 p.m. |
Created at: April 11, 2026, 3:37 p.m.