Triple

T5964957
Position Surface form Disambiguated ID Type / Status
Subject Palm Desert, California E132727 entity
Predicate hasInstitution P186 FINISHED
Object California State University, San Bernardino Palm Desert Campus E220846 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 Palm Desert Campus | Statement: [Palm Desert, California, hasInstitution, California State University, San Bernardino Palm Desert Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California State University, San Bernardino Palm Desert Campus
Context triple: [Palm Desert, California, hasInstitution, California State University, San Bernardino Palm Desert Campus]
  • A. Palm Desert Campus chosen
    Palm Desert Campus is the branch campus of California State University, San Bernardino located in the Coachella Valley, serving students in the Palm Desert and greater Inland Empire region.
  • 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. San Bernardino Valley College
    San Bernardino Valley College is a public community college serving the Inland Empire region of Southern California with two-year degree and certificate programs.
  • D. Barstow Community College
    Barstow Community College is a public two-year college in Barstow, California, offering associate degrees, certificates, and transfer programs for local and regional students.
  • E. Pasadena City College
    Pasadena City College is a public community college in Pasadena, California, known for its strong transfer programs and notable alumni in fields such as film, arts, and sciences.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a3ca1dc819098cde8ae5ec1d845 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3f32e8481908a6075684287c412 completed March 23, 2026, 6:55 a.m.
Created at: March 22, 2026, 4:03 p.m.