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.