Triple

T9221029
Position Surface form Disambiguated ID Type / Status
Subject Egyptian Ambulance Organization E221358 entity
Predicate collaboratesWith P37 FINISHED
Object Egyptian emergency departments
Egyptian emergency departments are hospital-based acute care units in Egypt that provide immediate medical treatment for urgent and life-threatening conditions.
E784873 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 emergency departments | Statement: [Egyptian Ambulance Organization, collaboratesWith, Egyptian emergency departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian emergency departments
Context triple: [Egyptian Ambulance Organization, collaboratesWith, Egyptian emergency departments]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 emergency departments
Triple: [Egyptian Ambulance Organization, collaboratesWith, Egyptian emergency departments]
Generated description
Egyptian emergency departments are hospital-based acute care units in Egypt that provide immediate medical treatment for urgent and life-threatening conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian emergency departments
Target entity description: Egyptian emergency departments are hospital-based acute care units in Egypt that provide immediate medical treatment for urgent and life-threatening conditions.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda75b6888190814cfb890e763b8f completed April 1, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d066384a908190b833d4ae5b3c5074 completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.