Triple

T2648954
Position Surface form Disambiguated ID Type / Status
Subject Thabo Mbeki E53850 entity
Predicate spouse P13 FINISHED
Object 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.
E301875 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: Zanele Mbeki | Statement: [Thabo Mbeki, spouse, Zanele Mbeki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zanele Mbeki
Context triple: [Thabo Mbeki, spouse, Zanele Mbeki]
  • A. Govan Mbeki
    Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
  • 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. Thokozani Khupe
    Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
  • 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: Zanele Mbeki
Triple: [Thabo Mbeki, spouse, Zanele Mbeki]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zanele Mbeki
Target entity description: 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.
  • A. Govan Mbeki
    Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
  • 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. Thokozani Khupe
    Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
  • 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_69abd91b4b3c81908571e85a1621dfc5 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.