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.