Triple
T36403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State University |
E720
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
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.
|
E43104
|
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, San Marcos | Statement: [California State University, hasCampus, 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: [California State University, hasCampus, California State University, San Marcos]
-
A.
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.
-
B.
University of California, Riverside
The University of California, Riverside is a public research university in Riverside, California, known for its diverse student body and strong programs in the sciences, engineering, and the humanities.
-
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 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, San Marcos Triple: [California State University, hasCampus, California State University, San Marcos]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California State University, San Marcos Target entity description: 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.
-
A.
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.
-
B.
University of California, Riverside
The University of California, Riverside is a public research university in Riverside, California, known for its diverse student body and strong programs in the sciences, engineering, and the humanities.
-
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 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_69a3d4dade1081909c73e2bbd9d99455 |
completed | March 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69a3d574e6248190b61804582a5b2f02 |
completed | March 1, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d5da769081909db319846899a66a |
completed | March 1, 2026, 5:59 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.