Triple

T8111817
Position Surface form Disambiguated ID Type / Status
Subject San Bernardino Valley College E189371 entity
Predicate operatedBy P86 FINISHED
Object San Bernardino Community College District
San Bernardino Community College District is a public community college district in California that oversees multiple colleges and provides higher education and workforce training to residents of the San Bernardino region.
E719723 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: San Bernardino Community College District | Statement: [San Bernardino Valley College, operatedBy, San Bernardino Community College District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Bernardino Community College District
Context triple: [San Bernardino Valley College, operatedBy, San Bernardino Community College District]
  • A. 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.
  • B. 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.
  • C. Ventura County Community College District
    Ventura County Community College District is a public community college district in Ventura County, California, that oversees multiple colleges and provides accessible higher education and workforce training to the region.
  • D. Ventura College
    Ventura College is a public community college in Ventura, California, offering two-year degree, transfer, and vocational programs to students in Ventura County and surrounding areas.
  • E. San Diego Community College District
    San Diego Community College District is a large public community college system in San Diego, California, overseeing multiple colleges and continuing education programs that serve local higher-education and workforce-training needs.
  • 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: San Bernardino Community College District
Triple: [San Bernardino Valley College, operatedBy, San Bernardino Community College District]
Generated description
San Bernardino Community College District is a public community college district in California that oversees multiple colleges and provides higher education and workforce training to residents of the San Bernardino region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Bernardino Community College District
Target entity description: San Bernardino Community College District is a public community college district in California that oversees multiple colleges and provides higher education and workforce training to residents of the San Bernardino region.
  • A. 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.
  • B. 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.
  • C. Ventura County Community College District
    Ventura County Community College District is a public community college district in Ventura County, California, that oversees multiple colleges and provides accessible higher education and workforce training to the region.
  • D. Ventura College
    Ventura College is a public community college in Ventura, California, offering two-year degree, transfer, and vocational programs to students in Ventura County and surrounding areas.
  • E. San Diego Community College District
    San Diego Community College District is a large public community college system in San Diego, California, overseeing multiple colleges and continuing education programs that serve local higher-education and workforce-training needs.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432bcb648190b5ddbcc2a3dbc9b1 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cced062f3881908560b657c096c92e completed April 1, 2026, 10:01 a.m.
NEDg Description generation batch_69ccf09a952c8190ace6a9f0012ad90a completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd055292088190927046793cec1c36 completed April 1, 2026, 11:45 a.m.
Created at: March 30, 2026, 5:32 p.m.