Triple
T36405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State University |
E720
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
California State University, Bakersfield
California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
|
E44957
|
NE FINISHED |
How this triple was built (4 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, Bakersfield | Statement: [California State University, hasCampus, California State University, Bakersfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California State University, Bakersfield Context triple: [California State University, hasCampus, California State University, Bakersfield]
-
A.
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.
-
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, Sacramento
California State University, Sacramento is a large public university in California’s capital city, known for its diverse student body and strong programs in fields such as business, education, and public policy.
-
D.
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.
-
E.
California Polytechnic State University, San Luis Obispo
California Polytechnic State University, San Luis Obispo is a public polytechnic university in California known for its "learn by doing" philosophy and strong engineering, architecture, and agriculture programs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: California State University, Bakersfield Triple: [California State University, hasCampus, California State University, Bakersfield]
Generated description
California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California State University, Bakersfield Target entity description: California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
-
A.
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.
-
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, Sacramento
California State University, Sacramento is a large public university in California’s capital city, known for its diverse student body and strong programs in fields such as business, education, and public policy.
-
D.
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.
-
E.
California Polytechnic State University, San Luis Obispo
California Polytechnic State University, San Luis Obispo is a public polytechnic university in California known for its "learn by doing" philosophy and strong engineering, architecture, and agriculture programs.
- F. None of above. chosen
Provenance (5 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24aca5ed481908d1aa2ca656f25ea |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3dd28b4008190bce7ea85b1c9988e |
completed | March 1, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69a3dea082e48190b4050eabbc7b6017 |
completed | March 1, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3df46e84c8190b3ba976827b5f351 |
completed | March 1, 2026, 6:40 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.