Triple
T10732744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UC Berkeley residence hall system |
E253113
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
UC Berkeley dining services
UC Berkeley dining services is the campus organization that operates and manages the university’s dining halls, meal plans, and food programs for students, particularly those living in residence halls.
|
E883469
|
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 dining services | Statement: [UC Berkeley residence hall system, associatedWith, UC Berkeley dining services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UC Berkeley dining services Context triple: [UC Berkeley residence hall system, associatedWith, UC Berkeley dining services]
-
A.
UC Berkeley Student Affairs
UC Berkeley Student Affairs is the campus division that supports students’ academic success and well-being through services such as advising, counseling, residential programs, and co-curricular engagement.
-
B.
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.
-
C.
UC Berkeley campus
UC Berkeley campus is the main university grounds in Berkeley, California, known for its historic architecture, rigorous academics, and role as a center of research and student activism.
-
D.
UC Berkeley Housing
UC Berkeley Housing is the university department responsible for managing and providing on-campus and affiliated student residential facilities and services at the University of California, Berkeley.
-
E.
UC Berkeley performing arts facilities
UC Berkeley performing arts facilities comprise the university’s theaters, concert halls, and related venues that host a wide range of student, academic, and professional performances on campus.
- 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 dining services Triple: [UC Berkeley residence hall system, associatedWith, UC Berkeley dining services]
Generated description
UC Berkeley dining services is the campus organization that operates and manages the university’s dining halls, meal plans, and food programs for students, particularly those living in residence halls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UC Berkeley dining services Target entity description: UC Berkeley dining services is the campus organization that operates and manages the university’s dining halls, meal plans, and food programs for students, particularly those living in residence halls.
-
A.
UC Berkeley Student Affairs
UC Berkeley Student Affairs is the campus division that supports students’ academic success and well-being through services such as advising, counseling, residential programs, and co-curricular engagement.
-
B.
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.
-
C.
UC Berkeley campus
UC Berkeley campus is the main university grounds in Berkeley, California, known for its historic architecture, rigorous academics, and role as a center of research and student activism.
-
D.
UC Berkeley Housing
UC Berkeley Housing is the university department responsible for managing and providing on-campus and affiliated student residential facilities and services at the University of California, Berkeley.
-
E.
UC Berkeley performing arts facilities
UC Berkeley performing arts facilities comprise the university’s theaters, concert halls, and related venues that host a wide range of student, academic, and professional performances on campus.
- 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7101ff9808190a27fcc06da097ea3 |
completed | April 9, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de22bb62e481909544c87801012df3 |
completed | April 14, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69de271ca4f081908d78a20b25ebd25c |
completed | April 14, 2026, 11:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2ccee0cc8190acd24d5c225f7cde |
completed | April 14, 2026, 12:02 p.m. |
Created at: April 8, 2026, 9:14 p.m.