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.