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.