Triple
T1545954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Bernardino, California |
E32976
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | California State University, San Bernardino |
E41576
|
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: California State University, San Bernardino | Statement: [San Bernardino, California, hasUniversity, California State University, San Bernardino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California State University, San Bernardino Context triple: [San Bernardino, California, hasUniversity, California State University, San Bernardino]
-
A.
California State University, San Bernardino
chosen
California State University, San Bernardino is a public university in Southern California known for its diverse student body and strong programs in business, education, and the social sciences.
-
B.
California State University, San Marcos
California State University, San Marcos is a public university in northern San Diego County known for its diverse student body, modern campus, and strong programs in fields such as business, education, and the sciences.
-
C.
California State University, Dominguez Hills
California State University, Dominguez Hills is a public university in Carson, California, known for its diverse student body and role in providing accessible higher education within the California State University system.
-
D.
California State University, Northridge
California State University, Northridge is a large public university in Los Angeles' San Fernando Valley known for its diverse student body and wide range of undergraduate and graduate programs.
-
E.
California State University, Fresno
California State University, Fresno is a public university in Fresno, California, known for its strong agricultural programs, diverse academic offerings, and role as a major institution within the California State University system.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61fc0b5c8190bad34c17c3b46c7e |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aa631788190836e00b3cce934ef |
completed | March 8, 2026, 11:47 p.m. |
Created at: March 4, 2026, 7:26 p.m.