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.