Triple

T19699
Position Surface form Disambiguated ID Type / Status
Subject Cairo University E391 entity
Predicate hasInstitute P186 FINISHED
Object 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.
E3714 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: Institute of Environmental Studies and Research | Statement: [Cairo University, hasInstitute, Institute of Environmental Studies and Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of Environmental Studies and Research
Context triple: [Cairo University, hasInstitute, Institute of Environmental Studies and Research]
  • 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. Universities Research Association
    Universities Research Association is a consortium of research universities that collaborates to manage and support major scientific facilities and high-energy physics research programs in the United States.
  • C. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • D. European Academy of Sciences and Arts
    The European Academy of Sciences and Arts is a transnational, interdisciplinary learned society that brings together leading scholars, scientists, artists, and public figures from across Europe to promote scientific and cultural exchange and address societal challenges.
  • E. International Maize and Wheat Improvement Center
    The International Maize and Wheat Improvement Center is a global agricultural research organization that develops improved maize and wheat varieties to enhance food security and sustainable farming, notably associated with Green Revolution pioneer Norman Borlaug.
  • 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: Institute of Environmental Studies and Research
Triple: [Cairo University, hasInstitute, Institute of Environmental Studies and Research]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of Environmental Studies and Research
Target entity description: 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.
  • 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. Universities Research Association
    Universities Research Association is a consortium of research universities that collaborates to manage and support major scientific facilities and high-energy physics research programs in the United States.
  • C. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • D. European Academy of Sciences and Arts
    The European Academy of Sciences and Arts is a transnational, interdisciplinary learned society that brings together leading scholars, scientists, artists, and public figures from across Europe to promote scientific and cultural exchange and address societal challenges.
  • E. International Maize and Wheat Improvement Center
    The International Maize and Wheat Improvement Center is a global agricultural research organization that develops improved maize and wheat varieties to enhance food security and sustainable farming, notably associated with Green Revolution pioneer Norman Borlaug.
  • 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_69a240778d288190815c0052ebbbcc91 completed Feb. 28, 2026, 1:10 a.m.
NER Named-entity recognition batch_69a2481e91c88190ad0fb09cddc5f446 completed Feb. 28, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e57e3fc8190a3ce561a4692115c completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24ede3374819089e7fae28c6c9d63 completed Feb. 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69a24fc8a2a881909e5ae2e03757fbec completed Feb. 28, 2026, 2:15 a.m.
Created at: Feb. 28, 2026, 1:14 a.m.