Triple
T23364074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkandla, KwaZulu-Natal, South Africa |
E593263
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object | Nkandla homestead controversy |
—
|
NE NERFINISHED |
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: Nkandla homestead controversy | Statement: [Nkandla, KwaZulu-Natal, South Africa, subjectOf, Nkandla homestead controversy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkandla homestead controversy Context triple: [Nkandla, KwaZulu-Natal, South Africa, subjectOf, Nkandla homestead controversy]
-
A.
Nkandla homestead scandal
chosen
The Nkandla homestead scandal was a major South African political controversy involving extensive, state-funded upgrades to President Jacob Zuma’s private residence, widely condemned as an abuse of public resources.
-
B.
Stompie Seipei affair
The Stompie Seipei affair refers to the notorious 1988 abduction, torture, and murder of teenage activist Stompie Seipei, a scandal that implicated members of Winnie Mandela’s security detail and deeply shook South Africa’s anti-apartheid movement.
-
C.
Xhosa cattle-killing movement
The Xhosa cattle-killing movement was a mid-19th-century millenarian prophecy-led movement among the Xhosa that called for the mass slaughter of cattle and destruction of crops in the belief it would bring about the resurrection of ancestors and the expulsion of colonial settlers, ultimately resulting in a devastating famine.
-
D.
Bushveldt Carbineers scandal
The Bushveldt Carbineers scandal was a controversial episode during the Second Boer War involving allegations of war crimes and the subsequent court-martial and execution of several Australian soldiers.
-
E.
Venda bantustan
Venda bantustan was a nominally independent, apartheid-era homeland in northern South Africa designated for the Venda-speaking people.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0aac4248190a4663ed12aed6856 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:31 p.m.