Triple
T23156257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cal State San Marcos SPRINTER station |
E578445
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | California State University San Marcos |
—
|
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: California State University San Marcos | Statement: [Cal State San Marcos SPRINTER station, serves, California State University San Marcos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California State University San Marcos Context triple: [Cal State San Marcos SPRINTER station, serves, California State University San Marcos]
-
A.
California State University, San Marcos
chosen
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.
-
B.
California State University, San Bernardino
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.
-
C.
California State University, Monterey Bay
California State University, Monterey Bay is a public university located on the site of the former Fort Ord military base near Monterey, California, known for its focus on sustainability, community engagement, and serving diverse student populations.
-
D.
University of California, San Bernardino
The University of California, San Bernardino is a public research university in Southern California known for serving a diverse student body and offering a wide range of undergraduate and graduate programs.
-
E.
Santa Barbara State College
Santa Barbara State College was a former name of the institution that evolved into the University of California, Santa Barbara, a major public research university on California’s central coast.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efd598c81908fba9d583e30660e |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:01 p.m.