Triple

T19702
Position Surface form Disambiguated ID Type / Status
Subject Cairo University E391 entity
Predicate affiliatedWith P254 FINISHED
Object Egyptian Ministry of Higher Education and Scientific Research
The Egyptian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Egypt.
E4385 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: Egyptian Ministry of Higher Education and Scientific Research | Statement: [Cairo University, affiliatedWith, Egyptian Ministry of Higher Education and Scientific Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian Ministry of Higher Education and Scientific Research
Context triple: [Cairo University, affiliatedWith, Egyptian Ministry of Higher Education and Scientific Research]
  • A. Cairo University
    Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
  • B. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • C. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • 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. 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.
  • 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: Egyptian Ministry of Higher Education and Scientific Research
Triple: [Cairo University, affiliatedWith, Egyptian Ministry of Higher Education and Scientific Research]
Generated description
The Egyptian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian Ministry of Higher Education and Scientific Research
Target entity description: The Egyptian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Egypt.
  • A. Cairo University
    Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
  • B. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • C. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • 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. 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.
  • 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_69a24669427481908b3369f090ea8edc completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552c22f88190afcc8ed45c419844 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255fbd26c81909d070ba1c8345c38 completed Feb. 28, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69a256a0383c8190af394441647dab2c completed Feb. 28, 2026, 2:44 a.m.
Created at: Feb. 28, 2026, 1:14 a.m.