Triple

T11258680
Position Surface form Disambiguated ID Type / Status
Subject Premier of North West E266504 entity
Predicate officeHoldersInclude P537 FINISHED
Object Job Mokgoro
Job Mokgoro is a South African academic and public administrator who served as Premier of the North West Province.
 E916025 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: Job Mokgoro | Statement: [Premier of North West, officeHoldersInclude, Job Mokgoro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Job Mokgoro
Context triple: [Premier of North West, officeHoldersInclude, Job Mokgoro]
  • A. 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.
  • B. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • C. 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.
  • D. 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.
  • E. Patrick Mofokeng
    Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
  • 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: Job Mokgoro
Triple: [Premier of North West, officeHoldersInclude, Job Mokgoro]
Generated description
Job Mokgoro is a South African academic and public administrator who served as Premier of the North West Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Job Mokgoro
Target entity description: Job Mokgoro is a South African academic and public administrator who served as Premier of the North West Province.
  • A. 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.
  • B. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • C. 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.
  • D. 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.
  • E. Patrick Mofokeng
    Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f410cb508190bb0ceab51075eec5 completed April 19, 2026, 3:26 p.m.
NEDg Description generation batch_69e4f7dbfafc8190afa1e9fe67f1296e completed April 19, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff4645948190a2bfcc3a4efd8e2a completed April 19, 2026, 4:13 p.m.
Created at: April 8, 2026, 9:31 p.m.