Triple
T8524275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tustin, California |
E201771
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Tustin Unified School District |
E189139
|
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: Tustin Unified School District | Statement: [Tustin, California, schoolDistrict, Tustin Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tustin Unified School District Context triple: [Tustin, California, schoolDistrict, Tustin Unified School District]
-
A.
Tustin Unified School District
chosen
Tustin Unified School District is a public school district in Orange County, California, serving students in Tustin and parts of surrounding communities including portions of Irvine.
-
B.
Placentia-Yorba Linda Unified School District
Placentia-Yorba Linda Unified School District is a public school district in northern Orange County, California, serving the communities of Placentia, Yorba Linda, and surrounding areas with K–12 education.
-
C.
Irvine Unified School District
Irvine Unified School District is a public school district in Irvine, California, known for its high academic performance and comprehensive K–12 educational programs.
-
D.
San Ramon Valley Unified School District
San Ramon Valley Unified School District is a public school district in California’s San Ramon Valley region, overseeing K–12 education in communities such as Danville, San Ramon, and surrounding areas.
-
E.
Torrance Unified School District
Torrance Unified School District is a public school district serving the educational needs of students in the city of Torrance, California.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe64362c88190b978a2544eec6e3e |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e9219108190979430a4308fc4c5 |
completed | April 2, 2026, 11:10 a.m. |
Created at: March 30, 2026, 6:16 p.m.