Triple
T10777738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aliko Dangote |
E254239
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Dangote Group
Dangote Group is a major Nigerian multinational conglomerate with leading interests in cement, sugar, salt, and other key sectors across Africa.
|
E887186
|
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: Dangote Group | Statement: [Aliko Dangote, founded, Dangote Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dangote Group Context triple: [Aliko Dangote, founded, Dangote Group]
-
A.
Dangote Cement
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
-
B.
Dangote Foundation
Dangote Foundation is a major Nigerian philanthropic organization focused on health, education, and economic empowerment initiatives across Africa.
-
C.
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.
-
D.
Julius Berger Nigeria PLC
Julius Berger Nigeria PLC is a leading Nigerian construction and engineering company known for executing major infrastructure and building projects across the country.
-
E.
Luxor Capital Group
Luxor Capital Group is a New York-based hedge fund and investment firm known for its significant positions in distressed and special-situations assets, including ownership stakes in major casino and resort properties.
- 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: Dangote Group Triple: [Aliko Dangote, founded, Dangote Group]
Generated description
Dangote Group is a major Nigerian multinational conglomerate with leading interests in cement, sugar, salt, and other key sectors across Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dangote Group Target entity description: Dangote Group is a major Nigerian multinational conglomerate with leading interests in cement, sugar, salt, and other key sectors across Africa.
-
A.
Dangote Cement
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
-
B.
Dangote Foundation
Dangote Foundation is a major Nigerian philanthropic organization focused on health, education, and economic empowerment initiatives across Africa.
-
C.
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.
-
D.
Julius Berger Nigeria PLC
Julius Berger Nigeria PLC is a leading Nigerian construction and engineering company known for executing major infrastructure and building projects across the country.
-
E.
Luxor Capital Group
Luxor Capital Group is a New York-based hedge fund and investment firm known for its significant positions in distressed and special-situations assets, including ownership stakes in major casino and resort properties.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c18c3c819089d49e3e4585049e |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de84c925088190922b9979cf77d01b |
completed | April 14, 2026, 6:17 p.m. |
| NEDg | Description generation | batch_69de8954500c81909b57c4f8007959aa |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f38e3048190b1acc81bb56fe165 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:16 p.m.