Triple

T723863
Position Surface form Disambiguated ID Type / Status
Subject UC Berkeley alumni organizations E14676 entity
Predicate membership P10 FINISHED
Object UC Berkeley alumni
UC Berkeley alumni are former students and graduates of the University of California, Berkeley, known for their significant contributions across academia, technology, politics, and the arts.
E14676 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 alumni | Statement: [UC Berkeley alumni organizations, membership, UC Berkeley alumni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UC Berkeley alumni
Context triple: [UC Berkeley alumni organizations, membership, UC Berkeley alumni]
  • A. UC Berkeley faculty
    UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
  • B. UC Berkeley alumni organizations
    UC Berkeley alumni organizations are groups that connect former students of the University of California, Berkeley through networking, events, and support for the campus community.
  • C. 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.
  • D. 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.
  • E. University of California, Berkeley
    The University of California, Berkeley is a leading public research university renowned for its academic excellence, groundbreaking innovation, and historic role in social and political movements.
  • 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 alumni
Triple: [UC Berkeley alumni organizations, membership, UC Berkeley alumni]
Generated description
UC Berkeley alumni are former students and graduates of the University of California, Berkeley, known for their significant contributions across academia, technology, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UC Berkeley alumni
Target entity description: UC Berkeley alumni are former students and graduates of the University of California, Berkeley, known for their significant contributions across academia, technology, politics, and the arts.
  • A. UC Berkeley faculty
    UC Berkeley faculty are the university’s academic staff who conduct research, teach courses, and contribute to the intellectual and institutional leadership of the campus.
  • B. UC Berkeley alumni organizations chosen
    UC Berkeley alumni organizations are groups that connect former students of the University of California, Berkeley through networking, events, and support for the campus community.
  • C. 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.
  • D. 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.
  • E. University of California, Berkeley
    The University of California, Berkeley is a leading public research university renowned for its academic excellence, groundbreaking innovation, and historic role in social and political movements.
  • F. None of above.

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_69a4a5a6ab508190b70a05a9d77829a5 completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5a7e788190b5ad2505b68ca48d completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64e3c1eac8190a62e4b24b0715dc2 completed March 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69a64ec899ec8190b8d2916c5965fabc completed March 3, 2026, 3 a.m.
Created at: March 1, 2026, 7:37 p.m.