Triple
T13261625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Bloomfield Township |
E315810
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Bloomfield Hills Schools |
E987787
|
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: Bloomfield Hills Schools | Statement: [West Bloomfield Township, hasSchoolDistrict, Bloomfield Hills Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomfield Hills Schools Context triple: [West Bloomfield Township, hasSchoolDistrict, Bloomfield Hills Schools]
-
A.
Bloomfield Hills Schools
chosen
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.
-
B.
West Bloomfield School District
West Bloomfield School District is a public school system in Oakland County, Michigan, serving students from communities including West Bloomfield and Keego Harbor.
-
C.
Sterling Heights High School
Sterling Heights High School is a public secondary school located in Sterling Heights, Michigan, serving students in grades 9–12.
-
D.
Allen Park Public Schools
Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
-
E.
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.
- 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_69d806b1d9ac8190852c5571d5bd5f0f |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9901b380881909e6520fbb6811084 |
completed | April 11, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716cac5388190a839ec1dbdcdbf82 |
completed | May 3, 2026, 9:35 a.m. |
Created at: April 9, 2026, 9:25 p.m.