Triple

T36406
Position Surface form Disambiguated ID Type / Status
Subject California State University E720 entity
Predicate hasCampus P116 FINISHED
Object California State University, Stanislaus
California State University, Stanislaus is a public university in Turlock, California, known for its diverse undergraduate and graduate programs and role in serving the Central Valley region.
E45343 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, Stanislaus | Statement: [California State University, hasCampus, California State University, Stanislaus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California State University, Stanislaus
Context triple: [California State University, hasCampus, California State University, Stanislaus]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. San Jose State University
    San Jose State University is a large public university in downtown San Jose known for its strong engineering, business, and professional programs and its role as a major feeder school for Silicon Valley.
  • E. University of California, Merced
    The University of California, Merced is a public research university in California’s San Joaquin Valley known for being the newest campus in the UC system and for its focus on sustainability and serving diverse, first-generation students.
  • 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, Stanislaus
Triple: [California State University, hasCampus, California State University, Stanislaus]
Generated description
California State University, Stanislaus is a public university in Turlock, California, known for its diverse undergraduate and graduate programs and role in serving the Central Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California State University, Stanislaus
Target entity description: California State University, Stanislaus is a public university in Turlock, California, known for its diverse undergraduate and graduate programs and role in serving the Central Valley region.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. San Jose State University
    San Jose State University is a large public university in downtown San Jose known for its strong engineering, business, and professional programs and its role as a major feeder school for Silicon Valley.
  • E. University of California, Merced
    The University of California, Merced is a public research university in California’s San Joaquin Valley known for being the newest campus in the UC system and for its focus on sustainability and serving diverse, first-generation students.
  • 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_69a3e00e23ac819083d51d8f3be05ef6 completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e0a2d8c881908c05d53c623f62d7 completed March 1, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69a3e233237481908833a80e806ee5ca completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.