Triple

T88451
Position Surface form Disambiguated ID Type / Status
Subject Fresno E1777 entity
Predicate hasCollege P113 FINISHED
Object Fresno City College
Fresno City College is a public community college in Fresno, California, offering two-year degree and certificate programs as part of the State Center Community College District.
 E47429 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: Fresno City College | Statement: [Fresno, hasCollege, Fresno City College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fresno City College
Context triple: [Fresno, hasCollege, Fresno City College]
  • A. 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.
  • B. Fresno Pacific University
    Fresno Pacific University is a private Christian university in Fresno, California, known for its liberal arts and professional programs rooted in Mennonite Brethren traditions.
  • C. San Francisco State University
    San Francisco State University is a public university in San Francisco known for its diverse student body, strong liberal arts and social sciences programs, and history of student activism.
  • D. California State University, Bakersfield
    California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
  • E. California State University, Chico
    California State University, Chico is a public university in Chico, California, known for its strong undergraduate programs, vibrant campus life, and status as one of the oldest institutions in the California State University system.
  • 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: Fresno City College
Triple: [Fresno, hasCollege, Fresno City College]
Generated description
Fresno City College is a public community college in Fresno, California, offering two-year degree and certificate programs as part of the State Center Community College District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fresno City College
Target entity description: Fresno City College is a public community college in Fresno, California, offering two-year degree and certificate programs as part of the State Center Community College District.
  • A. 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.
  • B. Fresno Pacific University
    Fresno Pacific University is a private Christian university in Fresno, California, known for its liberal arts and professional programs rooted in Mennonite Brethren traditions.
  • C. San Francisco State University
    San Francisco State University is a public university in San Francisco known for its diverse student body, strong liberal arts and social sciences programs, and history of student activism.
  • D. California State University, Bakersfield
    California State University, Bakersfield is a public university in Bakersfield, California, known for serving the southern San Joaquin Valley with a range of undergraduate and graduate programs.
  • E. California State University, Chico
    California State University, Chico is a public university in Chico, California, known for its strong undergraduate programs, vibrant campus life, and status as one of the oldest institutions in the California State University system.
  • 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a24f6997c081908b202f937eb2b14f completed Feb. 28, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3f09f2838819089a4ee40286281a2 completed March 1, 2026, 7:54 a.m.
NEDg Description generation batch_69a3f3af9b448190a7d733ac38c1f36e completed March 1, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69a3f40525108190ae30d9d5b4f87a15 completed March 1, 2026, 8:08 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.