Triple
T9708884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beaumont, California |
E234969
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Beaumont Unified School District |
E608297
|
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: Beaumont Unified School District | Statement: [Beaumont, California, hasSchoolDistrict, Beaumont Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beaumont Unified School District Context triple: [Beaumont, California, hasSchoolDistrict, Beaumont Unified School District]
-
A.
Beaumont Unified School District
chosen
Beaumont Unified School District is a public school district serving students in the city of Beaumont and surrounding areas in Riverside County, California.
-
B.
Bonham Independent School District
Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
-
C.
Boerne Independent School District
Boerne Independent School District is a public school district serving students in and around Boerne, Texas, providing K–12 education through multiple elementary, middle, and high schools.
-
D.
Bryan Independent School District
Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
-
E.
Birdville Independent School District
Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
- 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9da7c6188190b086f7e411378268 |
completed | April 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19f8476e08190865700679069dee6 |
completed | April 4, 2026, 11:32 p.m. |
Created at: March 30, 2026, 8:19 p.m.