Triple

T10690865
Position Surface form Disambiguated ID Type / Status
Subject Cecil Skotnes E252003 entity
Predicate notableStudent P4838 FINISHED
Object Louis Maqhubela
Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
E890740 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: Louis Maqhubela | Statement: [Cecil Skotnes, notableStudent, Louis Maqhubela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Maqhubela
Context triple: [Cecil Skotnes, notableStudent, Louis Maqhubela]
  • A. Raymond Mhlaba
    Raymond Mhlaba was a South African anti-apartheid activist, senior African National Congress leader, and later a provincial premier who became notable for his role in the struggle against apartheid and his imprisonment alongside Nelson Mandela.
  • B. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • C. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • D. Peter Mokaba
    Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
  • E. Mponeng Mhlauli
    Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
  • 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: Louis Maqhubela
Triple: [Cecil Skotnes, notableStudent, Louis Maqhubela]
Generated description
Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Maqhubela
Target entity description: Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
  • A. Raymond Mhlaba
    Raymond Mhlaba was a South African anti-apartheid activist, senior African National Congress leader, and later a provincial premier who became notable for his role in the struggle against apartheid and his imprisonment alongside Nelson Mandela.
  • B. Frank Mdlalose
    Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
  • C. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • D. Peter Mokaba
    Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
  • E. Mponeng Mhlauli
    Mponeng Mhlauli is a South African writer whose experiences under apartheid inspired the story that became the basis for the Disney Channel film "The Color of Friendship."
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd3705788190bcbdef93b4c5f574 completed April 9, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff777c63c8190a989d33e8460bc2f completed April 15, 2026, 8:39 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:11 p.m.