Triple

T1691360
Position Surface form Disambiguated ID Type / Status
Subject Ain Shams University E36554 entity
Predicate hasHospital P105 FINISHED
Object 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.
E192584 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: Ain Shams University Hospitals | Statement: [Ain Shams University, hasHospital, Ain Shams University Hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ain Shams University Hospitals
Context triple: [Ain Shams University, hasHospital, Ain Shams University Hospitals]
  • A. 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.
  • B. 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.
  • C. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • D. LAU Medical Center–Rizk Hospital
    LAU Medical Center–Rizk Hospital is a major teaching and healthcare institution in Beirut affiliated with the Lebanese American University, providing advanced medical services and clinical education.
  • E. Beni Suef University
    Beni Suef University is a public higher education institution in Egypt known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • 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: Ain Shams University Hospitals
Triple: [Ain Shams University, hasHospital, Ain Shams University Hospitals]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ain Shams University Hospitals
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • D. LAU Medical Center–Rizk Hospital
    LAU Medical Center–Rizk Hospital is a major teaching and healthcare institution in Beirut affiliated with the Lebanese American University, providing advanced medical services and clinical education.
  • E. Beni Suef University
    Beni Suef University is a public higher education institution in Egypt known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6298fa748190acabb9f1d42bd3f5 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ac6cc88819086821026a37a3578 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad9575acf88190aa3fe80794534dd4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97a7128c819097ff36216f00d4f9 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:29 p.m.