Triple
T12498742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomfield Township, Michigan |
E298759
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Birmingham Public Schools |
E274686
|
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: Birmingham Public Schools | Statement: [Bloomfield Township, Michigan, hasSchoolDistrict, Birmingham Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham Public Schools Context triple: [Bloomfield Township, 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.
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.
-
C.
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.
-
D.
Scottsboro City Schools
Scottsboro City Schools is a public school district that operates and oversees the primary and secondary schools serving students in Scottsboro, Alabama.
-
E.
Pell City School System
Pell City School System is the public school district serving students in Pell City, Alabama.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dfa98348190b9ac164ecdada6fe |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bb131608190b34a07a7026b160e |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.