Triple
T2308910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes Africa Person of the Year |
E51904
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
Aliko Dangote
Aliko Dangote is a Nigerian billionaire industrialist and founder of the Dangote Group, widely recognized as one of Africa’s richest and most influential business leaders.
|
E254239
|
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: Aliko Dangote | Statement: [Forbes Africa Person of the Year, notableRecipient, Aliko Dangote]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aliko Dangote Context triple: [Forbes Africa Person of the Year, notableRecipient, Aliko Dangote]
-
A.
Mukesh Ambani
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
-
B.
Patrice Motsepe
Patrice Motsepe is a South African billionaire mining magnate and philanthropist, known as the founder of African Rainbow Minerals and for his extensive charitable initiatives across Africa.
-
C.
Igor Sechin
Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
-
D.
Shahid Khan
Shahid Khan is a Pakistani-American billionaire businessman and sports tycoon best known as the owner of the NFL’s Jacksonville Jaguars and the English football club Fulham FC.
-
E.
Abdul Latif Jameel
Abdul Latif Jameel is a Saudi Arabia–based diversified business group and philanthropic organization known for its major investments in automotive, real estate, energy, and its support for global poverty alleviation and development initiatives.
- 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: Aliko Dangote Triple: [Forbes Africa Person of the Year, notableRecipient, Aliko Dangote]
Generated description
Aliko Dangote is a Nigerian billionaire industrialist and founder of the Dangote Group, widely recognized as one of Africa’s richest and most influential business leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aliko Dangote Target entity description: Aliko Dangote is a Nigerian billionaire industrialist and founder of the Dangote Group, widely recognized as one of Africa’s richest and most influential business leaders.
-
A.
Mukesh Ambani
Mukesh Ambani is an Indian billionaire industrialist and chairman of Reliance Industries, one of the largest conglomerates in India.
-
B.
Patrice Motsepe
Patrice Motsepe is a South African billionaire mining magnate and philanthropist, known as the founder of African Rainbow Minerals and for his extensive charitable initiatives across Africa.
-
C.
Igor Sechin
Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
-
D.
Shahid Khan
Shahid Khan is a Pakistani-American billionaire businessman and sports tycoon best known as the owner of the NFL’s Jacksonville Jaguars and the English football club Fulham FC.
-
E.
Abdul Latif Jameel
Abdul Latif Jameel is a Saudi Arabia–based diversified business group and philanthropic organization known for its major investments in automotive, real estate, energy, and its support for global poverty alleviation and development initiatives.
- 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_69a88b0bb30c81908ded03b006d29387 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc607cf4881908ba4ea2a7f5dedc9 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f3a007c8190b5c8683ced9d77fa |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae7feec1288190a76192e0cbfb2f63 |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae806fd8008190bfd6c6bcd1d0ddbd |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:49 p.m.