Triple

T82336
Position Surface form Disambiguated ID Type / Status
Subject European Academy of Sciences and Arts E1653 entity
Predicate hasDivision P35 FINISHED
Object Class IV: Natural Sciences
Class IV: Natural Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together scholars and researchers working in the natural sciences.
 E5708 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 IV: Natural Sciences | Statement: [European Academy of Sciences and Arts, hasDivision, Class IV: Natural Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Class IV: Natural Sciences
Context triple: [European Academy of Sciences and Arts, hasDivision, Class IV: Natural Sciences]
  • A. College of Science
    The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
  • B. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • C. Faculty of Forest Sciences and Forest Ecology
    The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
  • D. Faculty of Geoscience and Geography
    The Faculty of Geoscience and Geography is an academic division of the University of Göttingen specializing in research and teaching on the Earth’s systems, environments, and spatial processes.
  • E. School of Arts and Sciences
    The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
  • 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 IV: Natural Sciences
Triple: [European Academy of Sciences and Arts, hasDivision, Class IV: Natural Sciences]
Generated description
Class IV: Natural Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together scholars and researchers working in the natural sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Class IV: Natural Sciences
Target entity description: Class IV: Natural Sciences is a disciplinary section of the European Academy of Sciences and Arts that brings together scholars and researchers working in the natural sciences.
  • A. Faculty of Science
    The Faculty of Science at Cairo University is a major academic division specializing in scientific education and research across disciplines such as mathematics, physics, chemistry, and biology.
  • B. College of Science
    The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
  • C. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • D. Faculty of Forest Sciences and Forest Ecology
    The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
  • E. Faculty of Geoscience and Geography
    The Faculty of Geoscience and Geography is an academic division of the University of Göttingen specializing in research and teaching on the Earth’s systems, environments, and spatial processes.
  • 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.