Triple

T8021657
Position Surface form Disambiguated ID Type / Status
Subject apartheid government of South Africa E186752 entity
Predicate acceleratedReformUnder P48027 FINISHED
Object F. W. de Klerk E39205 NE FINISHED

How this triple was built (3 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: F. W. de Klerk | Statement: [apartheid government of South Africa, acceleratedReformUnder, F. W. de Klerk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F. W. de Klerk
Context triple: [apartheid government of South Africa, acceleratedReformUnder, F. W. de Klerk]
  • A. F. W. de Klerk chosen
    F. W. de Klerk was the last apartheid-era president of South Africa, known for initiating the end of white minority rule and sharing the 1993 Nobel Peace Prize with Nelson Mandela.
  • B. Michel de Klerk
    Michel de Klerk was a Dutch architect and designer renowned as a leading figure in early 20th-century expressionist architecture and social housing in the Netherlands.
  • C. Jan de Klerk
    Jan de Klerk was a South African National Party politician who served as a cabinet minister and President of the Senate, and was the father of future president F. W. de Klerk.
  • D. Faf de Klerk
    Faf de Klerk is a dynamic South African scrum-half known for his high-tempo play, fierce defense, and key role in the Springboks’ Rugby World Cup successes.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: acceleratedReformUnder
Context triple: [apartheid government of South Africa, acceleratedReformUnder, F. W. de Klerk]
  • A. repealedUnder
    Indicates that one legal rule, law, or regulation has been formally revoked or annulled by virtue of another specified legal authority or provision.
  • B. formalizedUnder
    Indicates that something has been officially established, defined, or codified within the framework, authority, or provisions of a particular formal system, agreement, or institution.
  • C. subjectToReformBy chosen
    Indicates that an entity is undergoing or designated for changes, improvements, or restructuring carried out by another entity.
  • D. institutedFor
    Indicates that something (such as a rule, policy, institution, or practice) was established or created for the benefit, use, or purpose of a particular entity or group.
  • E. replacedInReform
    Indicates that one entity was substituted or superseded by another as part of a formal reform or restructuring process.
  • F. None of above.

Provenance (4 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8eab9c81908098e6b17957316c completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc93b18a6c81908a3a4bc25552d97b completed April 1, 2026, 3:40 a.m.
PD Predicate disambiguation batch_69cb049253d08190bafcecfde493ab8b completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:20 p.m.