Triple
T16380438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southfield, Michigan |
E397790
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Southfield Public Schools |
E274684
|
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: Southfield Public Schools | Statement: [Southfield, Michigan, hasSchoolDistrict, Southfield Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southfield Public Schools Context triple: [Southfield, Michigan, hasSchoolDistrict, Southfield Public Schools]
-
A.
Southfield Public School District
chosen
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.
-
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.
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.
-
D.
Dearborn Public Schools
Dearborn Public Schools is a public school district serving the city of Dearborn, Michigan, and surrounding communities with K–12 educational services.
-
E.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319db5b648190a8fca23518a1fb39 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0035689ef08190ba980a359498ca56 |
completed | May 10, 2026, 7:36 a.m. |
Created at: April 10, 2026, 5:08 a.m.