Triple

T247705
Position Surface form Disambiguated ID Type / Status
Subject Patrice Motsepe E5074 entity
Predicate spouse P13 FINISHED
Object Precious Moloi-Motsepe
Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
E31809 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: Precious Moloi-Motsepe | Statement: [Patrice Motsepe, spouse, Precious Moloi-Motsepe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Precious Moloi-Motsepe
Context triple: [Patrice Motsepe, spouse, Precious Moloi-Motsepe]
  • A. Geytie Maria du Plessis
    Geytie Maria du Plessis was the wife of Paul Kruger, the influential 19th-century president of the South African Republic (Transvaal).
  • B. Winnie Mandela
    Winnie Mandela was a prominent South African anti-apartheid activist and politician, known both for her leadership in the struggle against white minority rule and for the controversies surrounding her militant tactics and later political career.
  • C. D. F. Malan
    D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
  • D. Siyani Chambers
    Siyani Chambers is an American basketball player best known as a standout point guard who led Harvard to multiple NCAA Tournament appearances in the early 2010s.
  • E. 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.
  • 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: Precious Moloi-Motsepe
Triple: [Patrice Motsepe, spouse, Precious Moloi-Motsepe]
Generated description
Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Precious Moloi-Motsepe
Target entity description: Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
  • A. Geytie Maria du Plessis
    Geytie Maria du Plessis was the wife of Paul Kruger, the influential 19th-century president of the South African Republic (Transvaal).
  • B. Winnie Mandela
    Winnie Mandela was a prominent South African anti-apartheid activist and politician, known both for her leadership in the struggle against white minority rule and for the controversies surrounding her militant tactics and later political career.
  • C. D. F. Malan
    D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
  • D. Siyani Chambers
    Siyani Chambers is an American basketball player best known as a standout point guard who led Harvard to multiple NCAA Tournament appearances in the early 2010s.
  • E. 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.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d154ebc819087a5c9dc4f62ff44 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36cf64798819096218d320b00a3a9 completed Feb. 28, 2026, 10:32 p.m.
NEDg Description generation batch_69a36d713d548190afadbc7ec7509d98 completed Feb. 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69a36e072f188190a0961926536659c1 completed Feb. 28, 2026, 10:36 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.