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.