Triple

T2161400
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Engineering E46807 entity
Predicate hasNotableCenter P6682 FINISHED
Object Berkeley Energy and Climate Institute
The Berkeley Energy and Climate Institute is a multidisciplinary research center at UC Berkeley focused on advancing solutions to global energy and climate challenges through research, education, and policy engagement.
E239458 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: Berkeley Energy and Climate Institute | Statement: [Berkeley Engineering, hasNotableCenter, Berkeley Energy and Climate Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkeley Energy and Climate Institute
Context triple: [Berkeley Engineering, hasNotableCenter, Berkeley Energy and Climate Institute]
  • A. Pacific Institute for Climate Solutions
    The Pacific Institute for Climate Solutions is a Canadian research and policy institute focused on developing practical, evidence-based solutions to mitigate and adapt to climate change.
  • B. Berkeley Water Center
    The Berkeley Water Center is a research hub at UC Berkeley focused on advancing interdisciplinary solutions for global water challenges, including water resources management, quality, and sustainability.
  • C. Faculty Club, University of California, Berkeley
    The Faculty Club at the University of California, Berkeley is a historic Arts and Crafts–style campus building renowned for its distinctive architecture and role as a social and intellectual hub for faculty and scholars.
  • D. Berkeley Engineering
    Berkeley Engineering is the College of Engineering at the University of California, Berkeley, renowned for its top-ranked programs and influential research in engineering and technology.
  • E. Center for Energy Studies
    The Center for Energy Studies is a research program at Rice University's Baker Institute that analyzes global energy markets, policies, and technologies to inform decision-makers and the public.
  • 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: Berkeley Energy and Climate Institute
Triple: [Berkeley Engineering, hasNotableCenter, Berkeley Energy and Climate Institute]
Generated description
The Berkeley Energy and Climate Institute is a multidisciplinary research center at UC Berkeley focused on advancing solutions to global energy and climate challenges through research, education, and policy engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkeley Energy and Climate Institute
Target entity description: The Berkeley Energy and Climate Institute is a multidisciplinary research center at UC Berkeley focused on advancing solutions to global energy and climate challenges through research, education, and policy engagement.
  • A. Pacific Institute for Climate Solutions
    The Pacific Institute for Climate Solutions is a Canadian research and policy institute focused on developing practical, evidence-based solutions to mitigate and adapt to climate change.
  • B. Berkeley Water Center
    The Berkeley Water Center is a research hub at UC Berkeley focused on advancing interdisciplinary solutions for global water challenges, including water resources management, quality, and sustainability.
  • C. Faculty Club, University of California, Berkeley
    The Faculty Club at the University of California, Berkeley is a historic Arts and Crafts–style campus building renowned for its distinctive architecture and role as a social and intellectual hub for faculty and scholars.
  • D. Berkeley Engineering
    Berkeley Engineering is the College of Engineering at the University of California, Berkeley, renowned for its top-ranked programs and influential research in engineering and technology.
  • E. Center for Energy Studies
    The Center for Energy Studies is a research program at Rice University's Baker Institute that analyzes global energy markets, policies, and technologies to inform decision-makers and the public.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe89e6ac8190b4b4bc0be4fe7aa9 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ec0a7481909bc3e751de31e4d7 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae59c3e0008190942715e0c44ca206 completed March 9, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a446350819080cdacd9a98f8de2 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:45 p.m.