Triple
T4662009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assiut University |
E102553
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Assiut University Hospitals
Assiut University Hospitals is a major teaching and referral medical center in Upper Egypt that provides a wide range of specialized healthcare services and clinical training.
|
E458563
|
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: Assiut University Hospitals | Statement: [Assiut University, hasHospital, Assiut University Hospitals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assiut University Hospitals Context triple: [Assiut University, hasHospital, Assiut University Hospitals]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Cairo University Children’s Hospital
Cairo University Children’s Hospital is a major pediatric medical and teaching facility in Cairo that provides specialized healthcare services for children and supports clinical training and research for Cairo University’s medical faculty.
-
E.
Al-Shifa Hospital
Al-Shifa Hospital is the largest medical complex and central hospital in the Gaza Strip, serving as a primary healthcare and emergency facility for Gaza City and surrounding areas.
- 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: Assiut University Hospitals Triple: [Assiut University, hasHospital, Assiut University Hospitals]
Generated description
Assiut University Hospitals is a major teaching and referral medical center in Upper Egypt that provides a wide range of specialized healthcare services and clinical training.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assiut University Hospitals Target entity description: Assiut University Hospitals is a major teaching and referral medical center in Upper Egypt that provides a wide range of specialized healthcare services and clinical training.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Cairo University Children’s Hospital
Cairo University Children’s Hospital is a major pediatric medical and teaching facility in Cairo that provides specialized healthcare services for children and supports clinical training and research for Cairo University’s medical faculty.
-
E.
Al-Shifa Hospital
Al-Shifa Hospital is the largest medical complex and central hospital in the Gaza Strip, serving as a primary healthcare and emergency facility for Gaza City and surrounding areas.
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd632b7fb88190821f213620719d6b |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfafcd3908190aabf7975017ce337 |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfc7b84108190af39c7780f702745 |
completed | March 21, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd3856b48190a44f49da5fde38f6 |
completed | March 21, 2026, 2:06 a.m. |
Created at: March 20, 2026, 1:15 p.m.