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.