Triple

T1988742
Position Surface form Disambiguated ID Type / Status
Subject Civil Protection (Fire and Rescue) E43200 entity
Predicate cooperatesWith P435 FINISHED
Object Egyptian Ambulance Organization
The Egyptian Ambulance Organization is Egypt’s national emergency medical service responsible for providing pre-hospital care and ambulance transport across the country.
E221358 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: Egyptian Ambulance Organization | Statement: [Civil Protection (Fire and Rescue), cooperatesWith, Egyptian Ambulance Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian Ambulance Organization
Context triple: [Civil Protection (Fire and Rescue), cooperatesWith, Egyptian Ambulance Organization]
  • 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. Ministry of Health and Population of Egypt
    The Ministry of Health and Population of Egypt is the national governmental body responsible for public health policy, healthcare services, and population planning across Egypt.
  • 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: Egyptian Ambulance Organization
Triple: [Civil Protection (Fire and Rescue), cooperatesWith, Egyptian Ambulance Organization]
Generated description
The Egyptian Ambulance Organization is Egypt’s national emergency medical service responsible for providing pre-hospital care and ambulance transport across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian Ambulance Organization
Target entity description: The Egyptian Ambulance Organization is Egypt’s national emergency medical service responsible for providing pre-hospital care and ambulance transport across the country.
  • 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. Ministry of Health and Population of Egypt
    The Ministry of Health and Population of Egypt is the national governmental body responsible for public health policy, healthcare services, and population planning across Egypt.
  • 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_69a88714cf2c819081644be450b8356e completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8421290819080d7d69a51fb3738 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0336177c8190bb9d3d921fff13e8 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03b52ed08190a8c8fb8f81073bb3 completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0433b90c81909af348d9a3dcdbec completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:37 p.m.