Triple
T5771894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahlamba Ndlopfu |
E127348
|
entity |
| Predicate | associatedWithOffice |
P1268
|
FINISHED |
| Object | Presidency of South Africa |
E23902
|
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: Presidency of South Africa | Statement: [Mahlamba Ndlopfu, associatedWithOffice, Presidency of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Presidency of South Africa Context triple: [Mahlamba Ndlopfu, associatedWithOffice, Presidency of South Africa]
-
A.
President of South Africa
chosen
The President of South Africa is the country’s head of state and head of government, elected by the National Assembly to lead the executive branch and represent the nation domestically and internationally.
-
B.
State President of South Africa
The State President of South Africa was the former head of state position during the apartheid era, preceding the modern office of the President of South Africa.
-
C.
Deputy President of South Africa
The Deputy President of South Africa is the second-highest executive official in the country’s government, serving as the principal assistant and potential successor to the President.
-
D.
Government of South Africa
The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
-
E.
Presidential Standard of South Africa
The Presidential Standard of South Africa is the distinctive flag used to represent the office and presence of the country’s president.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029adda188190a5c26c363614145f |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e648aa881908411a00d48998ecc |
completed | March 22, 2026, 11:42 p.m. |
Created at: March 22, 2026, 3:50 p.m.