Triple
T8529926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fathi Arafat |
E201917
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Faculty of Medicine, Cairo University
The Faculty of Medicine at Cairo University is one of Egypt’s oldest and most prestigious medical schools, renowned for training generations of physicians and healthcare leaders in the region.
|
E741699
|
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: Faculty of Medicine, Cairo University | Statement: [Fathi Arafat, educatedAt, Faculty of Medicine, Cairo University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Medicine, Cairo University Context triple: [Fathi Arafat, educatedAt, Faculty of Medicine, Cairo University]
-
A.
Zagazig University Faculty of Medicine
Zagazig University Faculty of Medicine is a medical school in Zagazig, Egypt, that provides undergraduate and postgraduate medical education and training, along with clinical services and research.
-
B.
faculties of medicine at Ain Shams University
The faculties of medicine at Ain Shams University are major medical schools in Cairo, Egypt, providing undergraduate and postgraduate education, clinical training, and research across a wide range of medical and health sciences disciplines.
-
C.
Ain Shams University Hospitals
Ain Shams University Hospitals is a major Egyptian teaching and referral hospital complex affiliated with Ain Shams University, providing extensive medical services, clinical training, and research.
-
D.
Mansoura University Hospitals
Mansoura University Hospitals is a major teaching and referral hospital complex affiliated with Mansoura University in Egypt, providing advanced medical care, education, and research services.
-
E.
Kasr Al-Ainy Teaching Hospital
Kasr Al-Ainy Teaching Hospital is a major university hospital and one of Egypt’s oldest and largest medical and educational institutions, affiliated with Cairo University in Cairo.
- 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: Faculty of Medicine, Cairo University Triple: [Fathi Arafat, educatedAt, Faculty of Medicine, Cairo University]
Generated description
The Faculty of Medicine at Cairo University is one of Egypt’s oldest and most prestigious medical schools, renowned for training generations of physicians and healthcare leaders in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Medicine, Cairo University Target entity description: The Faculty of Medicine at Cairo University is one of Egypt’s oldest and most prestigious medical schools, renowned for training generations of physicians and healthcare leaders in the region.
-
A.
Zagazig University Faculty of Medicine
Zagazig University Faculty of Medicine is a medical school in Zagazig, Egypt, that provides undergraduate and postgraduate medical education and training, along with clinical services and research.
-
B.
faculties of medicine at Ain Shams University
The faculties of medicine at Ain Shams University are major medical schools in Cairo, Egypt, providing undergraduate and postgraduate education, clinical training, and research across a wide range of medical and health sciences disciplines.
-
C.
Ain Shams University Hospitals
Ain Shams University Hospitals is a major Egyptian teaching and referral hospital complex affiliated with Ain Shams University, providing extensive medical services, clinical training, and research.
-
D.
Mansoura University Hospitals
Mansoura University Hospitals is a major teaching and referral hospital complex affiliated with Mansoura University in Egypt, providing advanced medical care, education, and research services.
-
E.
Kasr Al-Ainy Teaching Hospital
Kasr Al-Ainy Teaching Hospital is a major university hospital and one of Egypt’s oldest and largest medical and educational institutions, affiliated with Cairo University in Cairo.
- 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_69ca83228b24819085d22e7dc99f5d94 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe67409f08190b20d13d26e9a362c |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d68d14c81908bde8ca0113f9503 |
completed | April 2, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69ce6ec1e74081908fc235ffd13ef301 |
completed | April 2, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fe13a00819095f5bec408435426 |
completed | April 2, 2026, 1:32 p.m. |
Created at: March 30, 2026, 6:17 p.m.