Triple

T723802
Position Surface form Disambiguated ID Type / Status
Subject UC Berkeley wordmarks E14675 entity
Predicate regulatedBy P86 FINISHED
Object UC Berkeley Brand and Marketing teams
The UC Berkeley Brand and Marketing teams are the university units responsible for defining, managing, and promoting Berkeley’s visual identity and overall brand strategy.
 E86743 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: UC Berkeley Brand and Marketing teams | Statement: [UC Berkeley wordmarks, regulatedBy, UC Berkeley Brand and Marketing teams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UC Berkeley Brand and Marketing teams
Context triple: [UC Berkeley wordmarks, regulatedBy, UC Berkeley Brand and Marketing teams]
  • A. UC Berkeley wordmarks
    UC Berkeley wordmarks are the official typographic logos of the University of California, Berkeley, typically featuring its name in distinctive fonts and colors for branding and identification.
  • B. UC Berkeley athletic department
    The UC Berkeley athletic department oversees the university’s intercollegiate sports programs, supporting student-athletes and teams that compete at the NCAA Division I level, primarily in the Pac-12 Conference.
  • C. UC Berkeley Division of Academic Affairs
    The UC Berkeley Division of Academic Affairs is the central administrative unit that oversees the university’s academic programs, colleges, and instructional policies.
  • D. UC Berkeley Library
    UC Berkeley Library is the academic library system of the University of California, Berkeley, providing extensive research collections, study spaces, and services to support the university’s teaching and scholarship.
  • E. UC Berkeley I School
    UC Berkeley I School is the University of California, Berkeley’s graduate school focused on information science, data science, and technology policy.
  • 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: UC Berkeley Brand and Marketing teams
Triple: [UC Berkeley wordmarks, regulatedBy, UC Berkeley Brand and Marketing teams]
Generated description
The UC Berkeley Brand and Marketing teams are the university units responsible for defining, managing, and promoting Berkeley’s visual identity and overall brand strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UC Berkeley Brand and Marketing teams
Target entity description: The UC Berkeley Brand and Marketing teams are the university units responsible for defining, managing, and promoting Berkeley’s visual identity and overall brand strategy.
  • A. UC Berkeley wordmarks
    UC Berkeley wordmarks are the official typographic logos of the University of California, Berkeley, typically featuring its name in distinctive fonts and colors for branding and identification.
  • B. UC Berkeley athletic department
    The UC Berkeley athletic department oversees the university’s intercollegiate sports programs, supporting student-athletes and teams that compete at the NCAA Division I level, primarily in the Pac-12 Conference.
  • C. UC Berkeley Division of Academic Affairs
    The UC Berkeley Division of Academic Affairs is the central administrative unit that oversees the university’s academic programs, colleges, and instructional policies.
  • D. UC Berkeley Library
    UC Berkeley Library is the academic library system of the University of California, Berkeley, providing extensive research collections, study spaces, and services to support the university’s teaching and scholarship.
  • E. UC Berkeley I School
    UC Berkeley I School is the University of California, Berkeley’s graduate school focused on information science, data science, and technology policy.
  • 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5a5360c8190b16e1e4f4206d0aa completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6375c16488190a8509e1e2b5c6a7d completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63bb28e1c8190bb363ef7d389dddd completed March 3, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69a63c2ac310819095eacf5017a637f2 completed March 3, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:37 p.m.