Triple
T17974509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Bloomfield Township, Michigan |
E449431
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | West Bloomfield School District |
—
|
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: West Bloomfield School District | Statement: [West Bloomfield Township, Michigan, hasSchoolDistrict, West Bloomfield School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Bloomfield School District Context triple: [West Bloomfield Township, Michigan, hasSchoolDistrict, West Bloomfield School District]
-
A.
West Bloomfield School District
chosen
West Bloomfield School District is a public school system in Oakland County, Michigan, serving students from communities including West Bloomfield and Keego Harbor.
-
B.
Bloomfield Hills Schools
Bloomfield Hills Schools is a public school district serving the Bloomfield Hills and Bloomfield Township area in suburban Oakland County, Michigan, known for its high academic standards and affluent community.
-
C.
Southfield Public School District
Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
-
D.
West Bloomfield Township
West Bloomfield Township is a suburban community in Oakland County, Michigan, known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
E.
Northville Public Schools
Northville Public Schools is a public school district in southeastern Michigan known for serving communities such as Novi and maintaining strong academic performance.
- 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1fe24808190baa11739f4d1095f |
completed | April 19, 2026, 10:44 a.m. |
Created at: April 10, 2026, 10:22 a.m.