Triple
T10652677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African politics |
E251009
|
entity |
| Predicate | notableOppositionFigure |
P11706
|
FINISHED |
| Object | Julius Malema |
E743153
|
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: Julius Malema | Statement: [South African politics, notableOppositionFigure, Julius Malema]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julius Malema Context triple: [South African politics, notableOppositionFigure, Julius Malema]
-
A.
Julius Malema
chosen
Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
-
B.
Alan Winde
Alan Winde is a South African politician who serves as the Premier of the Western Cape province.
-
C.
Velenkosini Hlabisa
Velenkosini Hlabisa is a South African politician who serves as the president of the Inkatha Freedom Party and a prominent opposition figure in national politics.
-
D.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
E.
Malusi Gigaba
Malusi Gigaba is a South African politician who has held several key ministerial positions in the post-apartheid government and is a prominent figure within the African National Congress.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff78ec88190a4d1863fe87245f6 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a71fac48190a6d7c99ebc5aad0a |
completed | April 10, 2026, 10:32 p.m. |
Created at: April 8, 2026, 9:06 p.m.