Triple

T3529879
Position Surface form Disambiguated ID Type / Status
Subject Pepperdine University E74631 entity
Predicate hasCampus P116 FINISHED
Object Malibu campus
Malibu campus is Pepperdine University's main seaside campus in Malibu, California, renowned for its scenic coastal setting overlooking the Pacific Ocean.
 E364406 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: Malibu campus | Statement: [Pepperdine University, hasCampus, Malibu campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malibu campus
Context triple: [Pepperdine University, hasCampus, Malibu campus]
  • A. Dominguez Hills campus
    Dominguez Hills campus is the main university campus of California State University, Dominguez Hills, located in Carson, California.
  • B. 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.
  • C. 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.
  • D. Westwood campus
    Westwood campus is one of the University of Warwick’s residential and teaching areas, known for its green surroundings and proximity to the main campus facilities.
  • E. Riverside Campus
    Riverside Campus is a modern waterfront teaching facility of City of Glasgow College, specializing in maritime and engineering education.
  • 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: Malibu campus
Triple: [Pepperdine University, hasCampus, Malibu campus]
Generated description
Malibu campus is Pepperdine University's main seaside campus in Malibu, California, renowned for its scenic coastal setting overlooking the Pacific Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malibu campus
Target entity description: Malibu campus is Pepperdine University's main seaside campus in Malibu, California, renowned for its scenic coastal setting overlooking the Pacific Ocean.
  • A. Dominguez Hills campus
    Dominguez Hills campus is the main university campus of California State University, Dominguez Hills, located in Carson, California.
  • B. 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.
  • C. 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.
  • D. Westwood campus
    Westwood campus is one of the University of Warwick’s residential and teaching areas, known for its green surroundings and proximity to the main campus facilities.
  • E. Riverside Campus
    Riverside Campus is a modern waterfront teaching facility of City of Glasgow College, specializing in maritime and engineering education.
  • 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc9764a881908aa8d25dc9adf59e completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e97536881908d5ed3dfe602c9e0 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f232b8881908f7b4df89399d1d8 completed March 13, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69b37f8fea9481909eb82a06e6c71e98 completed March 13, 2026, 3:08 a.m.
Created at: March 8, 2026, 3:19 p.m.