Triple

T14077686
Position Surface form Disambiguated ID Type / Status
Subject A Dry White Season E338779 entity
Predicate starring P1507 FINISHED
Object Thoko Ntshinga
Thoko Ntshinga is a South African actress and theatre practitioner known for her work in anti-apartheid cinema and television.
E1079241 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: Thoko Ntshinga | Statement: [A Dry White Season, starring, Thoko Ntshinga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thoko Ntshinga
Context triple: [A Dry White Season, starring, Thoko Ntshinga]
  • A. Joyce Mhlaba
    Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
  • B. Ntsiki Mashalaba
    Ntsiki Mashalaba is best known as the wife of South African anti-apartheid activist Steve Biko and the mother of his children.
  • C. Sthandiwe Kgoroge
    Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
  • D. Thabitha Khumalo
    Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
  • E. Lerato Radebe
    Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
  • 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: Thoko Ntshinga
Triple: [A Dry White Season, starring, Thoko Ntshinga]
Generated description
Thoko Ntshinga is a South African actress and theatre practitioner known for her work in anti-apartheid cinema and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thoko Ntshinga
Target entity description: Thoko Ntshinga is a South African actress and theatre practitioner known for her work in anti-apartheid cinema and television.
  • A. Joyce Mhlaba
    Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
  • B. Ntsiki Mashalaba
    Ntsiki Mashalaba is best known as the wife of South African anti-apartheid activist Steve Biko and the mother of his children.
  • C. Sthandiwe Kgoroge
    Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
  • D. Thabitha Khumalo
    Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
  • E. Lerato Radebe
    Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0a175a48190b596ea4cf917e80e completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd21a2a408190ab335e99fcbbd9ae completed May 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcd2e1b2ec81909caab1bfc6394258 completed May 7, 2026, 5:58 p.m.
Created at: April 9, 2026, 10:21 p.m.