Triple

T1748478
Position Surface form Disambiguated ID Type / Status
Subject Mandela: Long Walk to Freedom E38387 entity
Predicate castMember P1668 FINISHED
Object Tony Kgoroge
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
E197156 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: Tony Kgoroge | Statement: [Mandela: Long Walk to Freedom, castMember, Tony Kgoroge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tony Kgoroge
Context triple: [Mandela: Long Walk to Freedom, castMember, Tony Kgoroge]
  • A. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • B. Ronnie Govender
    Ronnie Govender was a prominent South African playwright, author, and cultural activist whose work powerfully depicted and preserved the experiences of the Indian community in South Africa.
  • C. Eric Cradock
    Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
  • D. Tshepo Motsepe
    Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
  • E. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • 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: Tony Kgoroge
Triple: [Mandela: Long Walk to Freedom, castMember, Tony Kgoroge]
Generated description
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tony Kgoroge
Target entity description: Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
  • A. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • B. Ronnie Govender
    Ronnie Govender was a prominent South African playwright, author, and cultural activist whose work powerfully depicted and preserved the experiences of the Indian community in South Africa.
  • C. Eric Cradock
    Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
  • D. Tshepo Motsepe
    Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
  • E. Njongonkulu Ndungane
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ee4d2081909dfd6d3244228c56 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e21e58819082943212bd725581 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4dfc9188190845a4e4490318d68 completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.