Triple
T20735097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham, Michigan |
E509679
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Birmingham Public Schools |
—
|
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: Birmingham Public Schools | Statement: [Birmingham, Michigan, hasSchoolDistrict, Birmingham Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham Public Schools Context triple: [Birmingham, Michigan, hasSchoolDistrict, Birmingham Public Schools]
-
A.
Birmingham Public Schools
chosen
Birmingham Public Schools is a public school district in Michigan serving students in Birmingham and parts of several neighboring communities, including Southfield.
-
B.
Montgomery Public Schools
Montgomery Public Schools is the public school district serving the city of Montgomery, Alabama, overseeing a network of elementary, middle, and high schools.
-
C.
Birmingham Board of Education
The Birmingham Board of Education is the public school district authority responsible for overseeing and managing public education in Birmingham, Alabama.
-
D.
Muscle Shoals City Schools
Muscle Shoals City Schools is a public school district in Muscle Shoals, Alabama, responsible for operating and overseeing the community’s K–12 educational institutions.
-
E.
Trussville City Schools
Trussville City Schools is the public school district serving the city of Trussville, Alabama, operating local K–12 schools and educational programs for the community.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c209348c819084a2f35f36378680 |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:31 p.m.