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.