Triple

T5353113
Position Surface form Disambiguated ID Type / Status
Subject Chalmers University of Technology E102623 entity
Predicate hasResearchCenter P40 FINISHED
Object Chalmers Area of Advance in Energy
Chalmers Area of Advance in Energy is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work on sustainable energy technologies and systems.
 E513323 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: Chalmers Area of Advance in Energy | Statement: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Energy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chalmers Area of Advance in Energy
Context triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Energy]
  • A. 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.
  • B. Institute of Energy
    The Institute of Energy is a specialized faculty of Saint Petersburg Polytechnic Institute focused on education and research in power engineering and energy technologies.
  • C. Centre for Renewable Energy Research
    The Centre for Renewable Energy Research is a research institute at Bayero University Kano dedicated to advancing sustainable energy technologies and solutions.
  • D. Energy and Environment Institute
    The Energy and Environment Institute is a research center at the University of Hull focused on addressing environmental challenges and advancing sustainable energy solutions.
  • E. Graduate School of Energy Science
    The Graduate School of Energy Science is a specialized graduate institution at Kyoto University focused on advanced research and education in energy science and related technologies.
  • 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: Chalmers Area of Advance in Energy
Triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Energy]
Generated description
Chalmers Area of Advance in Energy is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work on sustainable energy technologies and systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chalmers Area of Advance in Energy
Target entity description: Chalmers Area of Advance in Energy is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work on sustainable energy technologies and systems.
  • A. 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.
  • B. Institute of Energy
    The Institute of Energy is a specialized faculty of Saint Petersburg Polytechnic Institute focused on education and research in power engineering and energy technologies.
  • C. Centre for Renewable Energy Research
    The Centre for Renewable Energy Research is a research institute at Bayero University Kano dedicated to advancing sustainable energy technologies and solutions.
  • D. Energy and Environment Institute
    The Energy and Environment Institute is a research center at the University of Hull focused on addressing environmental challenges and advancing sustainable energy solutions.
  • E. Graduate School of Energy Science
    The Graduate School of Energy Science is a specialized graduate institution at Kyoto University focused on advanced research and education in energy science and related technologies.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd861327288190b3f2720ce81e0de6 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21dbc540819086aca16af1aa6213 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.