Triple

T3053865
Position Surface form Disambiguated ID Type / Status
Subject Maiduguri E60433 entity
Predicate hasInstitution P186 FINISHED
Object University of Maiduguri Teaching Hospital
The University of Maiduguri Teaching Hospital is a major tertiary healthcare and medical training institution located in Maiduguri, Borno State, Nigeria.
E321863 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: University of Maiduguri Teaching Hospital | Statement: [Maiduguri, hasInstitution, University of Maiduguri Teaching Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Maiduguri Teaching Hospital
Context triple: [Maiduguri, hasInstitution, University of Maiduguri Teaching Hospital]
  • A. University of Nigeria Teaching Hospital (Ituku-Ozalla, Enugu)
    The University of Nigeria Teaching Hospital (Ituku-Ozalla, Enugu) is a major tertiary healthcare and medical training institution affiliated with the University of Nigeria and serving Enugu and surrounding regions.
  • 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. University College Hospital, Ibadan
    University College Hospital, Ibadan is a major Nigerian teaching and referral hospital affiliated with the University of Ibadan and renowned for its medical education, research, and specialized healthcare services.
  • D. 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.
  • E. Libyan International Medical University
    Libyan International Medical University is a private medical and health sciences university located in Benghazi, Libya, offering undergraduate and postgraduate programs in fields such as medicine, dentistry, and pharmacy.
  • 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: University of Maiduguri Teaching Hospital
Triple: [Maiduguri, hasInstitution, University of Maiduguri Teaching Hospital]
Generated description
The University of Maiduguri Teaching Hospital is a major tertiary healthcare and medical training institution located in Maiduguri, Borno State, Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Maiduguri Teaching Hospital
Target entity description: The University of Maiduguri Teaching Hospital is a major tertiary healthcare and medical training institution located in Maiduguri, Borno State, Nigeria.
  • A. University of Nigeria Teaching Hospital (Ituku-Ozalla, Enugu)
    The University of Nigeria Teaching Hospital (Ituku-Ozalla, Enugu) is a major tertiary healthcare and medical training institution affiliated with the University of Nigeria and serving Enugu and surrounding regions.
  • 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. University College Hospital, Ibadan
    University College Hospital, Ibadan is a major Nigerian teaching and referral hospital affiliated with the University of Ibadan and renowned for its medical education, research, and specialized healthcare services.
  • D. 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.
  • E. Libyan International Medical University
    Libyan International Medical University is a private medical and health sciences university located in Benghazi, Libya, offering undergraduate and postgraduate programs in fields such as medicine, dentistry, and pharmacy.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9bf51b5081908ce355a76cfa9e3c completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef00630c8190a3b5b2854350ecb9 completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:01 p.m.