Triple

T1899698
Position Surface form Disambiguated ID Type / Status
Subject Gaza City E37662 entity
Predicate hasHospital P105 FINISHED
Object 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.
E213458 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: Al-Shifa Hospital | Statement: [Gaza City, hasHospital, Al-Shifa Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al-Shifa Hospital
Context triple: [Gaza City, hasHospital, Al-Shifa Hospital]
  • 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. 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.
  • 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. Al Jalila
    Al Jalila is a member of Dubai’s ruling Al Maktoum family and the daughter of Sheikh Mohammed bin Rashid Al Maktoum, Ruler of Dubai and Prime Minister of the United Arab Emirates.
  • E. 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.
  • 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: Al-Shifa Hospital
Triple: [Gaza City, hasHospital, Al-Shifa Hospital]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al-Shifa Hospital
Target entity description: 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.
  • 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. 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.
  • 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. Al Jalila
    Al Jalila is a member of Dubai’s ruling Al Maktoum family and the daughter of Sheikh Mohammed bin Rashid Al Maktoum, Ruler of Dubai and Prime Minister of the United Arab Emirates.
  • E. 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.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb17181b0819090683c55fd1352cb completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf2c2908190bd050dee1576b36f completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8a0a64819087e4505089e93093 completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec6fcaac8190b43d0cd1aa613c95 completed March 8, 2026, 9:38 p.m.
Created at: March 4, 2026, 7:35 p.m.