Triple

T82338
Position Surface form Disambiguated ID Type / Status
Subject European Academy of Sciences and Arts E1653 entity
Predicate hasDivision P35 FINISHED
Object Class VI: Technical and Environmental Sciences
Class VI: Technical and Environmental Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together experts focused on engineering, technology, and environmental research and policy.
E5710 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: Class VI: Technical and Environmental Sciences | Statement: [European Academy of Sciences and Arts, hasDivision, Class VI: Technical and Environmental Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class VI: Technical and Environmental Sciences
Context triple: [European Academy of Sciences and Arts, hasDivision, Class VI: Technical and Environmental Sciences]
  • A. School of Environment, Education and Development
    The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
  • B. School of Engineering and Applied Science
    The School of Engineering and Applied Science at the University of Pennsylvania is the university’s engineering school, offering undergraduate and graduate programs in fields such as computer science, bioengineering, electrical engineering, and mechanical engineering.
  • C. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • D. Directorate of Science and Technology
    The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
  • E. Physics, Chemistry and Engineering
    Physics, Chemistry and Engineering is a category of the Japan Prize that honors groundbreaking scientific and technological achievements in the physical sciences, chemical sciences, and engineering fields.
  • 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: Class VI: Technical and Environmental Sciences
Triple: [European Academy of Sciences and Arts, hasDivision, Class VI: Technical and Environmental Sciences]
Generated description
Class VI: Technical and Environmental Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together experts focused on engineering, technology, and environmental research and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class VI: Technical and Environmental Sciences
Target entity description: Class VI: Technical and Environmental Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together experts focused on engineering, technology, and environmental research and policy.
  • A. School of Environment, Education and Development
    The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
  • B. School of Engineering and Applied Science
    The School of Engineering and Applied Science at the University of Pennsylvania is the university’s engineering school, offering undergraduate and graduate programs in fields such as computer science, bioengineering, electrical engineering, and mechanical engineering.
  • C. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • D. Directorate of Science and Technology
    The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
  • E. Physics, Chemistry and Engineering
    Physics, Chemistry and Engineering is a category of the Japan Prize that honors groundbreaking scientific and technological achievements in the physical sciences, chemical sciences, and engineering fields.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f367b208190a69f5b76d6ae0496 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2555394f881909f01ec05c75ff63d completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a256c4dc84819098c62b776c9ec80d completed Feb. 28, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a25781a51c8190b9a2ecbd2ef4ecae completed Feb. 28, 2026, 2:48 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.