Triple
T10766059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tokyo Sexwale |
E253956
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
Mvelaphanda Group
Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
|
E884228
|
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: Mvelaphanda Group | Statement: [Tokyo Sexwale, boardMemberOf, Mvelaphanda Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mvelaphanda Group Context triple: [Tokyo Sexwale, boardMemberOf, Mvelaphanda Group]
-
A.
Zomba Group of Companies
Zomba Group of Companies was a major music entertainment conglomerate best known for its influential Jive Records label, which launched and managed the careers of numerous pop and R&B superstars.
-
B.
Morar Group
The Morar Group is a sequence of metamorphic rock formations in the Scottish Highlands that forms part of the ancient Moine geology.
-
C.
Mace Group
Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
-
D.
M6 Group
M6 Group is a major French media company best known for operating the popular television channel M6 and a portfolio of TV, radio, and digital media services.
-
E.
Maputo Port Development Company
Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
- 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: Mvelaphanda Group Triple: [Tokyo Sexwale, boardMemberOf, Mvelaphanda Group]
Generated description
Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mvelaphanda Group Target entity description: Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
-
A.
Zomba Group of Companies
Zomba Group of Companies was a major music entertainment conglomerate best known for its influential Jive Records label, which launched and managed the careers of numerous pop and R&B superstars.
-
B.
Morar Group
The Morar Group is a sequence of metamorphic rock formations in the Scottish Highlands that forms part of the ancient Moine geology.
-
C.
Mace Group
Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
-
D.
M6 Group
M6 Group is a major French media company best known for operating the popular television channel M6 and a portfolio of TV, radio, and digital media services.
-
E.
Maputo Port Development Company
Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7322d3a9c81909e58f6064643b814 |
completed | April 9, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
| NEDg | Description generation | batch_69de271ee56c81908d2f690f31c2d2db |
completed | April 14, 2026, 11:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2e05fdb08190b880f9158b14118b |
completed | April 14, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:16 p.m.