Triple

T5956951
Position Surface form Disambiguated ID Type / Status
Subject Walter Sisulu E132538 entity
Predicate child P120 FINISHED
Object Lindiwe Sisulu
Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
E561997 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: Lindiwe Sisulu | Statement: [Walter Sisulu, child, Lindiwe Sisulu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lindiwe Sisulu
Context triple: [Walter Sisulu, child, Lindiwe Sisulu]
  • A. Albertina Sisulu
    Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
  • B. Columbus Madikizela
    Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
  • C. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • D. Fulatha Tshabalala
    Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
  • 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: Lindiwe Sisulu
Triple: [Walter Sisulu, child, Lindiwe Sisulu]
Generated description
Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lindiwe Sisulu
Target entity description: Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
  • A. Albertina Sisulu
    Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
  • B. Columbus Madikizela
    Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
  • C. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • D. Fulatha Tshabalala
    Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
  • 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_69c0086b05cc8190a8f36a96927a525c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c039c34ca881909a219eddf99348ab completed March 22, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1082d00308190a8e92bb633e7f292 completed March 23, 2026, 9:30 a.m.
NEDg Description generation batch_69c10a15b9e08190be8b559e467d1d8c completed March 23, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69c10aaf299481909d0e824a126381e3 completed March 23, 2026, 9:41 a.m.
Created at: March 22, 2026, 4:02 p.m.