Triple

T5988427
Position Surface form Disambiguated ID Type / Status
Subject Govan Mbeki E133283 entity
Predicate child P120 FINISHED
Object Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
E584036 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: Moeletsi Mbeki | Statement: [Govan Mbeki, child, Moeletsi Mbeki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moeletsi Mbeki
Context triple: [Govan Mbeki, child, Moeletsi 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. Thabo Mbeki
    Thabo Mbeki is a South African politician who served as the country’s second post-apartheid president, known for his role in economic reform and controversial stance on HIV/AIDS.
  • C. Kgalema Motlanthe
    Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
  • D. 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.
  • E. Frank Chikane
    Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
  • 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: Moeletsi Mbeki
Triple: [Govan Mbeki, child, Moeletsi Mbeki]
Generated description
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moeletsi Mbeki
Target entity description: Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
  • 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. Thabo Mbeki
    Thabo Mbeki is a South African politician who served as the country’s second post-apartheid president, known for his role in economic reform and controversial stance on HIV/AIDS.
  • C. Kgalema Motlanthe
    Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
  • D. 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.
  • E. Frank Chikane
    Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc51d948190bacf4c40a73e91b2 completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e3a5d54c8190b2bc8b3291f8ac2f completed March 27, 2026, 1:55 a.m.
NEDg Description generation batch_69c5ea0b6fc48190873a9db630f78f24 completed March 27, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69c5ea9f8b0081908f950d490c3098de completed March 27, 2026, 2:25 a.m.
Created at: March 22, 2026, 4:04 p.m.