Triple

T13969308
Position Surface form Disambiguated ID Type / Status
Subject Greg Page E336010 entity
Predicate fought P30824 FINISHED
Object 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.
E1071037 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: Francois Botha | Statement: [Greg Page, fought, Francois Botha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francois Botha
Context triple: [Greg Page, fought, Francois Botha]
  • A. 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.
  • B. Louis Botha
    Louis Botha was a prominent Boer military leader who became the first Prime Minister of the Union of South Africa.
  • C. 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.
  • D. Marthinus Vorster
    Marthinus Vorster is a notable individual who shares the surname Vorster, likely recognized within a specific professional, historical, or regional context.
  • 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: Francois Botha
Triple: [Greg Page, fought, Francois Botha]
Generated description
Francois Botha is a South African former professional heavyweight boxer known for facing numerous world champions and contenders during the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francois Botha
Target entity description: Francois Botha is a South African former professional heavyweight boxer known for facing numerous world champions and contenders during the 1990s and 2000s.
  • A. 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.
  • B. Louis Botha
    Louis Botha was a prominent Boer military leader who became the first Prime Minister of the Union of South Africa.
  • C. 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.
  • D. Marthinus Vorster
    Marthinus Vorster is a notable individual who shares the surname Vorster, likely recognized within a specific professional, historical, or regional context.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8daeac8190aadd4b3b60222482 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1dc838c8190bbcfefd69ea29965 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba2b8e32081909cd32ed0bd255072 completed May 6, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69fba322460c81909aa36b661f39efcd completed May 6, 2026, 8:22 p.m.
Created at: April 9, 2026, 10:18 p.m.