Triple
T4075076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UC Berkeley Brand and Marketing teams |
E86743
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | UC Berkeley communications offices |
E86742
|
NE FINISHED |
How this triple was built (2 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 communications offices | Statement: [UC Berkeley Brand and Marketing teams, collaboratesWith, UC Berkeley communications offices]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UC Berkeley communications offices Context triple: [UC Berkeley Brand and Marketing teams, collaboratesWith, UC Berkeley communications offices]
-
A.
UC Berkeley Office of Communications and Public Affairs
chosen
The UC Berkeley Office of Communications and Public Affairs is the campus unit responsible for managing the university’s brand, media relations, and overall external and internal communications strategy.
-
B.
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.
-
C.
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.
-
D.
UC Berkeley Graduate Division
UC Berkeley Graduate Division is the central administrative unit that oversees graduate education, policies, and degree programs across the University of California, Berkeley.
-
E.
Registrar’s Office of UC Berkeley
The Registrar’s Office of UC Berkeley is the administrative department responsible for managing student records, course enrollment, academic scheduling, and related registration services for the university.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed93ebe448190a1f1686e28740ac9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc25e2e08190b3c048e1b8f85bbf |
completed | March 9, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562bc05948190a9ad709768420588 |
completed | March 14, 2026, 1:29 p.m. |
Created at: March 9, 2026, 3:39 p.m.