Triple

T1942091
Position Surface form Disambiguated ID Type / Status
Subject California State University, San Bernardino E41576 entity
Predicate hasCampus P116 FINISHED
Object Palm Desert Campus
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.
E220846 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: Palm Desert Campus | Statement: [California State University, San Bernardino, hasCampus, Palm Desert Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palm Desert Campus
Context triple: [California State University, San Bernardino, hasCampus, Palm Desert Campus]
  • A. Imperial Valley Campus
    Imperial Valley Campus is a satellite branch of San Diego State University located in California’s Imperial Valley, offering undergraduate and graduate degree programs to the surrounding region.
  • B. Antelope Valley College
    Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
  • C. 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.
  • D. Riverside campus
    Riverside campus is the main University of California, Riverside site, known for its diverse student body, strong research programs, and location in inland Southern California.
  • E. Foothills Campus
    Foothills Campus is the University of Calgary’s health sciences campus, housing medical research, education, and clinical facilities adjacent to major hospitals.
  • 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: Palm Desert Campus
Triple: [California State University, San Bernardino, hasCampus, Palm Desert Campus]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palm Desert Campus
Target entity description: 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.
  • A. Imperial Valley Campus
    Imperial Valley Campus is a satellite branch of San Diego State University located in California’s Imperial Valley, offering undergraduate and graduate degree programs to the surrounding region.
  • B. Antelope Valley College
    Antelope Valley College is a public community college serving the Antelope Valley region of northern Los Angeles County, California.
  • C. 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.
  • D. Riverside campus
    Riverside campus is the main University of California, Riverside site, known for its diverse student body, strong research programs, and location in inland Southern California.
  • E. Foothills Campus
    Foothills Campus is the University of Calgary’s health sciences campus, housing medical research, education, and clinical facilities adjacent to major hospitals.
  • 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2fc98e881909a539c0ebf842d8b completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbb7616881908bfc82997538ca08 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc2b6a0c8190a9129dc0a930d1b1 completed March 8, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69adfd3ecb7881909a6692bb58211c2e completed March 8, 2026, 10:50 p.m.
Created at: March 4, 2026, 7:36 p.m.