Triple

T2482092
Position Surface form Disambiguated ID Type / Status
Subject Zindzi Mandela E55839 entity
Predicate grandparent P2400 FINISHED
Object Columbus Madikizela
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
E309332 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: Columbus Madikizela | Statement: [Zindzi Mandela, grandparent, Columbus Madikizela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbus Madikizela
Context triple: [Zindzi Mandela, grandparent, Columbus Madikizela]
  • A. Mpho Andrea Tutu
    Mpho Andrea Tutu is an Anglican priest, author, and human rights advocate, known for her work on reconciliation and social justice and as the daughter of Archbishop Desmond Tutu.
  • B. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • C. Trevor Thamsanqa Tutu
    Trevor Thamsanqa Tutu is a South African figure best known as the son of Nobel Peace Prize–winning anti-apartheid activist and Anglican Archbishop Desmond Tutu.
  • D. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • E. Yusuf Dadoo
    Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
  • 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: Columbus Madikizela
Triple: [Zindzi Mandela, grandparent, Columbus Madikizela]
Generated description
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbus Madikizela
Target entity description: Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
  • A. Mpho Andrea Tutu
    Mpho Andrea Tutu is an Anglican priest, author, and human rights advocate, known for her work on reconciliation and social justice and as the daughter of Archbishop Desmond Tutu.
  • B. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • C. Trevor Thamsanqa Tutu
    Trevor Thamsanqa Tutu is a South African figure best known as the son of Nobel Peace Prize–winning anti-apartheid activist and Anglican Archbishop Desmond Tutu.
  • D. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • E. Yusuf Dadoo
    Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd163378481908b75f2f5de0e89c6 completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b055a71200819095c2a5481c61deb5 completed March 10, 2026, 5:32 p.m.
NEDg Description generation batch_69b05f4ec26c8190bf1edd143353c715 completed March 10, 2026, 6:13 p.m.
NED2 Entity disambiguation (via description) batch_69b061c642588190a6402ce34c430f53 completed March 10, 2026, 6:24 p.m.
Created at: March 6, 2026, 9:45 p.m.