Triple
T17634854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chief of the South African Army |
E430067
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object | Lawrence Mbatha |
—
|
NE NERFINISHED |
How this triple was built (3 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: Lawrence Mbatha | Statement: [Chief of the South African Army, officeHolder, Lawrence Mbatha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawrence Mbatha Context triple: [Chief of the South African Army, officeHolder, Lawrence Mbatha]
-
A.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
B.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
-
C.
Patrick Mofokeng
Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
-
D.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
E.
Skhuthazo Winston Khanyile
Skhuthazo Winston Khanyile is a South African individual best known as the husband of acclaimed actress Leleti Khumalo.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawrence Mbatha Target entity description: Lawrence Mbatha is a senior South African military officer who serves as the head of the South African Army.
-
A.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
B.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
-
C.
Patrick Mofokeng
Patrick Mofokeng is a South African actor known for his roles in film and television, particularly in politically themed dramas.
-
D.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
E.
Skhuthazo Winston Khanyile
Skhuthazo Winston Khanyile is a South African individual best known as the husband of acclaimed actress Leleti Khumalo.
- F. None of above. chosen
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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46ddfeb7c8190a369b438e43d47b4 |
completed | April 19, 2026, 5:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.