Triple
T6418603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Zuma |
E127888
|
entity |
| Predicate | involvedIn |
P149
|
FINISHED |
| Object |
Nkandla homestead scandal
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.
|
E593265
|
NE FINISHED |
How this triple was built (4 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 scandal | Statement: [Jacob Zuma, involvedIn, Nkandla homestead scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkandla homestead scandal Context triple: [Jacob Zuma, involvedIn, Nkandla homestead scandal]
-
A.
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.
-
B.
Elephant Gate
Elephant Gate is a grand ornamental entrance of Udaipur’s City Palace, notable for its traditional Rajasthani architecture and ceremonial significance.
-
C.
Mundhra scandal
The Mundhra scandal was a major 1958 Indian financial and political scandal involving fraudulent share deals by businessman Haridas Mundhra that led to a parliamentary inquiry and the resignation of Finance Minister T. T. Krishnamachari.
-
D.
Straperlo scandal
The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
-
E.
Muda Gate
Muda Gate is a historic city gate in Koper, Slovenia, known as one of the town’s best-preserved architectural landmarks.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nkandla homestead scandal Triple: [Jacob Zuma, involvedIn, Nkandla homestead scandal]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nkandla homestead scandal Target entity description: 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.
-
A.
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.
-
B.
Elephant Gate
Elephant Gate is a grand ornamental entrance of Udaipur’s City Palace, notable for its traditional Rajasthani architecture and ceremonial significance.
-
C.
Mundhra scandal
The Mundhra scandal was a major 1958 Indian financial and political scandal involving fraudulent share deals by businessman Haridas Mundhra that led to a parliamentary inquiry and the resignation of Finance Minister T. T. Krishnamachari.
-
D.
Straperlo scandal
The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
-
E.
Muda Gate
Muda Gate is a historic city gate in Koper, Slovenia, known as one of the town’s best-preserved architectural landmarks.
- F. None of above. chosen
Provenance (5 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068eb6c988190b54de6182d0f490d |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640d2ab64819089e91525da60392b |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c644ec2ca48190997a118f8751cba5 |
completed | March 27, 2026, 8:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6455961b881908f5804d9c0e86573 |
completed | March 27, 2026, 8:52 a.m. |
Created at: March 22, 2026, 4:42 p.m.