Triple
T10766053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tokyo Sexwale |
E253956
|
entity |
| Predicate | participantIn |
P149
|
FINISHED |
| Object | South African transition to democracy |
E182364
|
NE FINISHED |
How this triple was built (2 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: South African transition to democracy | Statement: [Tokyo Sexwale, participantIn, South African transition to democracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African transition to democracy Context triple: [Tokyo Sexwale, participantIn, South African transition to democracy]
-
A.
Tripartite Alliance in South Africa
The Tripartite Alliance in South Africa is a long-standing political coalition composed of the African National Congress (ANC), the South African Communist Party (SACP), and the Congress of South African Trade Unions (COSATU), which jointly shaped the country’s anti-apartheid struggle and post-apartheid governance.
-
B.
1960 South African republic referendum
The 1960 South African republic referendum was a whites-only vote that narrowly approved transforming the Union of South Africa into a republic, paving the way for the 1961 Constitution and South Africa’s departure from the Commonwealth.
-
C.
Gukurahundi
Gukurahundi was a series of brutal state-led massacres and human rights abuses in the 1980s in Zimbabwe, primarily targeting Ndebele civilians in Matabeleland and the Midlands.
-
D.
Convention for a Democratic South Africa (CODESA)
chosen
The Convention for a Democratic South Africa (CODESA) was a multi-party negotiating forum in the early 1990s that laid the groundwork for ending apartheid and establishing a democratic constitutional order in South Africa.
-
E.
Freedom Day (South Africa)
Freedom Day (South Africa) is a national public holiday observed on 27 April to commemorate the country’s first post-apartheid democratic elections held in 1994.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7322d3a9c81909e58f6064643b814 |
completed | April 9, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
Created at: April 8, 2026, 9:16 p.m.