Triple

T2649000
Position Surface form Disambiguated ID Type / Status
Subject Makgatho Mandela E53851 entity
Predicate spouse P13 FINISHED
Object Zondi Mandela
Zondi Mandela was the wife of Makgatho Mandela and a member of South Africa’s prominent Mandela family.
E301876 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: Zondi Mandela | Statement: [Makgatho Mandela, spouse, Zondi Mandela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zondi Mandela
Context triple: [Makgatho Mandela, spouse, Zondi Mandela]
  • A. Thembekile Mandela
    Thembekile Mandela was one of Nelson Mandela and Evelyn Mase’s sons, who died in a car accident in 1969.
  • B. Ndaba Mandela
    Ndaba Mandela is a South African author, entrepreneur, and anti-HIV/AIDS activist, known as the grandson of Nelson Mandela and for his work promoting youth leadership and African development.
  • C. Zindzi Mandela
    Zindzi Mandela was a South African diplomat, poet, and anti-apartheid activist, best known as the daughter of Nelson and Winnie Mandela and for her outspoken role during her father's imprisonment.
  • D. Makaziwe Mandela
    Makaziwe Mandela is a South African businesswoman and academic, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
  • E. 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.
  • 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: Zondi Mandela
Triple: [Makgatho Mandela, spouse, Zondi Mandela]
Generated description
Zondi Mandela was the wife of Makgatho Mandela and a member of South Africa’s prominent Mandela family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zondi Mandela
Target entity description: Zondi Mandela was the wife of Makgatho Mandela and a member of South Africa’s prominent Mandela family.
  • A. Thembekile Mandela
    Thembekile Mandela was one of Nelson Mandela and Evelyn Mase’s sons, who died in a car accident in 1969.
  • B. Ndaba Mandela
    Ndaba Mandela is a South African author, entrepreneur, and anti-HIV/AIDS activist, known as the grandson of Nelson Mandela and for his work promoting youth leadership and African development.
  • C. Zindzi Mandela
    Zindzi Mandela was a South African diplomat, poet, and anti-apartheid activist, best known as the daughter of Nelson and Winnie Mandela and for her outspoken role during her father's imprisonment.
  • D. Makaziwe Mandela
    Makaziwe Mandela is a South African businesswoman and academic, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
  • E. 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.
  • 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd91ca1288190ba302b04bac4c153 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce812640819085c46f7452b5913b completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afd037b4ac81909db8a8762e8edaf4 completed March 10, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69afd096b0bc8190a0a4f9d004bf4d8f completed March 10, 2026, 8:04 a.m.
Created at: March 6, 2026, 9:53 p.m.