Triple

T17961198
Position Surface form Disambiguated ID Type / Status
Subject Warriors E449084 entity
Predicate notableFormerPlayer P304 FINISHED
Object Johan Botha
Johan Botha is a former South African cricketer best known as an off-spin bowling all-rounder who represented South Africa in all formats and later played and coached in domestic T20 leagues.
E1298554 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: Johan Botha | Statement: [Warriors, notableFormerPlayer, Johan Botha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johan Botha
Context triple: [Warriors, notableFormerPlayer, Johan Botha]
  • A. Francois Botha
    Francois Botha is a South African former professional heavyweight boxer known for facing numerous world champions and contenders during the 1990s and 2000s.
  • B. Blackburn Botha
    The Blackburn Botha was a British World War II twin-engine reconnaissance and torpedo bomber aircraft that gained a reputation for poor performance and handling.
  • C. Marthinus Vorster
    Marthinus Vorster is a notable individual who shares the surname Vorster, likely recognized within a specific professional, historical, or regional context.
  • D. P. W. Botha
    P. W. Botha was a hardline apartheid-era South African leader who served as prime minister and later as the country’s first executive state president, overseeing intensified repression and limited reforms in the 1970s and 1980s.
  • E. B. J. Vorster
    B. J. Vorster was a South African politician who served as prime minister and later state president during the apartheid era, playing a central role in enforcing and defending the system of racial segregation.
  • 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: Johan Botha
Triple: [Warriors, notableFormerPlayer, Johan Botha]
Generated description
Johan Botha is a former South African cricketer best known as an off-spin bowling all-rounder who represented South Africa in all formats and later played and coached in domestic T20 leagues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johan Botha
Target entity description: Johan Botha is a former South African cricketer best known as an off-spin bowling all-rounder who represented South Africa in all formats and later played and coached in domestic T20 leagues.
  • A. Francois Botha
    Francois Botha is a South African former professional heavyweight boxer known for facing numerous world champions and contenders during the 1990s and 2000s.
  • B. Blackburn Botha
    The Blackburn Botha was a British World War II twin-engine reconnaissance and torpedo bomber aircraft that gained a reputation for poor performance and handling.
  • C. Marthinus Vorster
    Marthinus Vorster is a notable individual who shares the surname Vorster, likely recognized within a specific professional, historical, or regional context.
  • D. P. W. Botha
    P. W. Botha was a hardline apartheid-era South African leader who served as prime minister and later as the country’s first executive state president, overseeing intensified repression and limited reforms in the 1970s and 1980s.
  • E. B. J. Vorster
    B. J. Vorster was a South African politician who served as prime minister and later state president during the apartheid era, playing a central role in enforcing and defending the system of racial segregation.
  • 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_69d8b9f8cca8819099836916c56b7c95 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4b132cc10819088526a0b4b098d69 completed April 19, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03300b9c348190b3ed7b66184ba350 completed May 12, 2026, 1:50 p.m.
NEDg Description generation batch_6a0330cd28f08190a870c8cf6a33248a completed May 12, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a033139e1a4819092cfcd4bd1c8c311 completed May 12, 2026, 1:55 p.m.
Created at: April 10, 2026, 10:22 a.m.