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.