Triple

T16587302
Position Surface form Disambiguated ID Type / Status
Subject Brandon Walsh E402991 entity
Predicate schoolAttended P23183 FINISHED
Object California University
California University is the fictional Southern California college attended by Brandon Walsh and other characters in the TV series "Beverly Hills, 90210."
E1224571 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 University | Statement: [Brandon Walsh, schoolAttended, California University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California University
Context triple: [Brandon Walsh, schoolAttended, California University]
  • A. University of California, San Bernardino
    The University of California, San Bernardino is a public research university in Southern California known for serving a diverse student body and offering a wide range of undergraduate and graduate programs.
  • B. University of California, Los Angeles
    The University of California, Los Angeles (UCLA) is a leading public research university in Los Angeles renowned for its strong academic programs, influential research, and competitive athletics.
  • C. California State University, Los Angeles
    California State University, Los Angeles is a public university in Los Angeles known for its diverse student body, strong programs in fields such as criminal justice, business, and engineering, and its role as part of the California State University system.
  • D. University of California Southern Branch
    The University of California Southern Branch was the early name for what later became the University of California, Los Angeles (UCLA), a major public research university in Los Angeles.
  • E. University of California, Irvine
    The University of California, Irvine is a public research university in Southern California known for its strong science and engineering programs, vibrant campus life, and status as a leading institution in the UC 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: California University
Triple: [Brandon Walsh, schoolAttended, California University]
Generated description
California University is the fictional Southern California college attended by Brandon Walsh and other characters in the TV series "Beverly Hills, 90210."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California University
Target entity description: California University is the fictional Southern California college attended by Brandon Walsh and other characters in the TV series "Beverly Hills, 90210."
  • A. University of California, San Bernardino
    The University of California, San Bernardino is a public research university in Southern California known for serving a diverse student body and offering a wide range of undergraduate and graduate programs.
  • B. University of California, Los Angeles
    The University of California, Los Angeles (UCLA) is a leading public research university in Los Angeles renowned for its strong academic programs, influential research, and competitive athletics.
  • C. California State University, Los Angeles
    California State University, Los Angeles is a public university in Los Angeles known for its diverse student body, strong programs in fields such as criminal justice, business, and engineering, and its role as part of the California State University system.
  • D. University of California Southern Branch
    The University of California Southern Branch was the early name for what later became the University of California, Los Angeles (UCLA), a major public research university in Los Angeles.
  • E. University of California, Irvine
    The University of California, Irvine is a public research university in Southern California known for its strong science and engineering programs, vibrant campus life, and status as a leading institution in the UC 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3599daa508190a9ed6f64138c0e53 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007da6d6f08190a8524b1c955b7c2e completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007ee625c48190a7a97f34d5788808 completed May 10, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a007f75e7e48190ac5cf912cca60d9c completed May 10, 2026, 12:52 p.m.
Created at: April 10, 2026, 5:16 a.m.