Triple

T6418595
Position Surface form Disambiguated ID Type / Status
Subject Jacob Zuma E127888 entity
Predicate spouse P13 FINISHED
Object Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
 E597524 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: Nompumelelo Ntuli | Statement: [Jacob Zuma, spouse, Nompumelelo Ntuli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nompumelelo Ntuli
Context triple: [Jacob Zuma, spouse, Nompumelelo Ntuli]
  • A. Gertrude Sizakele Khumalo
    Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Nonkululeko Sisulu
    Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
  • D. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • E. 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.
  • 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: Nompumelelo Ntuli
Triple: [Jacob Zuma, spouse, Nompumelelo Ntuli]
Generated description
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nompumelelo Ntuli
Target entity description: Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
  • A. Gertrude Sizakele Khumalo
    Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Nonkululeko Sisulu
    Nonkululeko Sisulu is a South African business executive and member of the prominent Sisulu family, known for her leadership roles in the financial and corporate sectors.
  • D. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • E. 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.
  • 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068eb6c988190b54de6182d0f490d completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fc4dc588190ad983fde8969c20f completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c6604e8e9081908d26e98daf3a2704 completed March 27, 2026, 10:47 a.m.
NED2 Entity disambiguation (via description) batch_69c660af0e20819095a71c3014b4d0e2 completed March 27, 2026, 10:49 a.m.
Created at: March 22, 2026, 4:42 p.m.