Triple

T5603641
Position Surface form Disambiguated ID Type / Status
Subject Nelson Mandela memorial service 2013 E147179 entity
Predicate notableSpeaker P6467 FINISHED
Object Nkosazana Dlamini-Zuma
Nkosazana Dlamini-Zuma is a South African politician and diplomat who has held several senior government positions and served as Chairperson of the African Union Commission.
E533808 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: Nkosazana Dlamini-Zuma | Statement: [Nelson Mandela memorial service 2013, notableSpeaker, Nkosazana Dlamini-Zuma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nkosazana Dlamini-Zuma
Context triple: [Nelson Mandela memorial service 2013, notableSpeaker, Nkosazana Dlamini-Zuma]
  • A. Zanele Mbeki
    Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
  • B. Zenani Mandela-Dlamini
    Zenani Mandela-Dlamini is a South African diplomat and princess of the Thembu royal family, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
  • C. Amala Ratna Zandile Dlamin
    Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
  • D. Fana Mokoena
    Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
  • E. Cyril Ramaphosa
    Cyril Ramaphosa is a South African politician, businessman, and anti-apartheid activist who became the country’s president after a prominent career in trade union leadership and the private sector.
  • 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: Nkosazana Dlamini-Zuma
Triple: [Nelson Mandela memorial service 2013, notableSpeaker, Nkosazana Dlamini-Zuma]
Generated description
Nkosazana Dlamini-Zuma is a South African politician and diplomat who has held several senior government positions and served as Chairperson of the African Union Commission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nkosazana Dlamini-Zuma
Target entity description: Nkosazana Dlamini-Zuma is a South African politician and diplomat who has held several senior government positions and served as Chairperson of the African Union Commission.
  • A. Zanele Mbeki
    Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
  • B. Zenani Mandela-Dlamini
    Zenani Mandela-Dlamini is a South African diplomat and princess of the Thembu royal family, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
  • C. Amala Ratna Zandile Dlamin
    Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
  • D. Fana Mokoena
    Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
  • E. Cyril Ramaphosa
    Cyril Ramaphosa is a South African politician, businessman, and anti-apartheid activist who became the country’s president after a prominent career in trade union leadership and the private sector.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020dce10c8190bf456602eec211d4 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287649cc8190ae356790dd993973 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0350eb53081909dc573fefa3e7f0a completed March 22, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c036f0edb48190bfa74f7f2c9d9ab1 completed March 22, 2026, 6:37 p.m.
Created at: March 22, 2026, 3:39 p.m.