Triple

T8800731
Position Surface form Disambiguated ID Type / Status
Subject Mo Ibrahim E209399 entity
Predicate fullName P16 FINISHED
Object Mohammed Ibrahim
Mohammed Ibrahim is a Sudanese-British billionaire businessman and philanthropist best known for founding the Mo Ibrahim Foundation, which promotes good governance and leadership in Africa.
E762872 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: Mohammed Ibrahim | Statement: [Mo Ibrahim, fullName, Mohammed Ibrahim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mohammed Ibrahim
Context triple: [Mo Ibrahim, fullName, Mohammed Ibrahim]
  • A. Muhammad Ibrahim Makkawi
    Muhammad Ibrahim Makkawi is believed to be an alias of Saif al-Adel, a senior Egyptian member of al-Qaeda and alleged military strategist for the organization.
  • B. Ibrahim Hamad
    Ibrahim Hamad is a music executive and longtime manager of rapper J. Cole, best known for helping build and run the hip-hop label Dreamville Records.
  • C. Ahmed Abdullah
    Ahmed Abdullah is the Afghan interpreter protagonist in the 2023 war film "The Covenant," whose loyalty and bravery drive the story’s central rescue mission.
  • D. Abdelaziz Hamid
    Abdelaziz Hamid is a person notable enough to be recognized as a prominent bearer of the surname Hamid.
  • E. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • 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: Mohammed Ibrahim
Triple: [Mo Ibrahim, fullName, Mohammed Ibrahim]
Generated description
Mohammed Ibrahim is a Sudanese-British billionaire businessman and philanthropist best known for founding the Mo Ibrahim Foundation, which promotes good governance and leadership in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mohammed Ibrahim
Target entity description: Mohammed Ibrahim is a Sudanese-British billionaire businessman and philanthropist best known for founding the Mo Ibrahim Foundation, which promotes good governance and leadership in Africa.
  • A. Muhammad Ibrahim Makkawi
    Muhammad Ibrahim Makkawi is believed to be an alias of Saif al-Adel, a senior Egyptian member of al-Qaeda and alleged military strategist for the organization.
  • B. Ibrahim Hamad
    Ibrahim Hamad is a music executive and longtime manager of rapper J. Cole, best known for helping build and run the hip-hop label Dreamville Records.
  • C. Ahmed Abdullah
    Ahmed Abdullah is the Afghan interpreter protagonist in the 2023 war film "The Covenant," whose loyalty and bravery drive the story’s central rescue mission.
  • D. Abdelaziz Hamid
    Abdelaziz Hamid is a person notable enough to be recognized as a prominent bearer of the surname Hamid.
  • E. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fb8aab88190befed16301e08efc completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfa046aabc8190abca2957593edc8b completed April 3, 2026, 11:11 a.m.
NEDg Description generation batch_69cfa14f0f3c8190bf7081e51410a491 completed April 3, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28589708190b8fc32f4944d0a37 completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:44 p.m.