Triple

T11370204
Position Surface form Disambiguated ID Type / Status
Subject Chapman University E269320 entity
Predicate formerName P65 FINISHED
Object Hesperian College
Hesperian College was the original 19th-century institution in Orange, California that later evolved into what is now Chapman University.
 E921833 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: Hesperian College | Statement: [Chapman University, formerName, Hesperian College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hesperian College
Context triple: [Chapman University, formerName, Hesperian College]
  • A. Pacific College
    Pacific College was the original name of what is now Fresno Pacific University, a Christian liberal arts institution in California.
  • B. College of the Desert
    College of the Desert is a public community college serving the Coachella Valley region with two-year degree, transfer, and vocational programs.
  • C. Crafton Hills College
    Crafton Hills College is a public community college serving students in and around Yucaipa in Southern California.
  • D. MARA College
    MARA College was the earlier institutional name for what later became Universiti Teknologi MARA, a major Malaysian public university focused on expanding educational opportunities, particularly for Bumiputera students.
  • E. Brightwood College
    Brightwood College was a now-defunct for-profit career college chain in the United States that offered vocational and technical programs across multiple campuses.
  • 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: Hesperian College
Triple: [Chapman University, formerName, Hesperian College]
Generated description
Hesperian College was the original 19th-century institution in Orange, California that later evolved into what is now Chapman University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hesperian College
Target entity description: Hesperian College was the original 19th-century institution in Orange, California that later evolved into what is now Chapman University.
  • A. Pacific College
    Pacific College was the original name of what is now Fresno Pacific University, a Christian liberal arts institution in California.
  • B. College of the Desert
    College of the Desert is a public community college serving the Coachella Valley region with two-year degree, transfer, and vocational programs.
  • C. Crafton Hills College
    Crafton Hills College is a public community college serving students in and around Yucaipa in Southern California.
  • D. MARA College
    MARA College was the earlier institutional name for what later became Universiti Teknologi MARA, a major Malaysian public university focused on expanding educational opportunities, particularly for Bumiputera students.
  • E. Brightwood College
    Brightwood College was a now-defunct for-profit career college chain in the United States that offered vocational and technical programs across multiple campuses.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8b196881909af9b138661e816d completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5567b67f88190b0412e30b346d36d completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.