Triple
T8021656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | apartheid government of South Africa |
E186752
|
entity |
| Predicate | beganReformUnder |
P48027
|
FINISHED |
| Object | P. W. Botha |
E38807
|
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: P. W. Botha | Statement: [apartheid government of South Africa, beganReformUnder, P. W. Botha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: P. W. Botha Context triple: [apartheid government of South Africa, beganReformUnder, P. W. Botha]
-
A.
P. W. Botha
chosen
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.
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.
-
D.
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.
-
E.
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.
- 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: beganReformUnder Context triple: [apartheid government of South Africa, beganReformUnder, P. W. Botha]
-
A.
implementedReformsIn
Indicates that an entity (typically a person, organization, or government) carried out or put into effect specific reforms within a particular context, domain, or location.
-
B.
createdByReform
Indicates that something came into existence or was established as a direct result of a reform or reform process.
-
C.
replacedInReform
Indicates that one entity was substituted or superseded by another as part of a formal reform or restructuring process.
-
D.
lastReform
Indicates the most recent reform or change that was applied to an entity, typically linking the entity to its latest reform event or version.
-
E.
subjectToReformBy
chosen
Indicates that an entity is undergoing or designated for changes, improvements, or restructuring carried out by another entity.
- 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_69ccecc7c7f08190981e00342325a6da |
completed | April 1, 2026, 10 a.m. |
| PD | Predicate disambiguation | batch_69cb049253d08190bafcecfde493ab8b |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:20 p.m.