Triple
T22705243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thandi Modise |
E561433
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Mandla Mabuza |
—
|
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: Mandla Mabuza | Statement: [Thandi Modise, spouse, Mandla Mabuza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandla Mabuza Context triple: [Thandi Modise, spouse, Mandla Mabuza]
-
A.
Gwede Mantashe
Gwede Mantashe is a South African politician and trade unionist who has held senior leadership roles in the African National Congress and the national government.
-
B.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
C.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
D.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
E.
Lawrence Mbatha
Lawrence Mbatha is a senior South African military officer who serves as the head of the South African Army.
- 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: Mandla Mabuza Target entity description: Mandla Mabuza is a South African figure known primarily as the husband of prominent politician and current National Assembly Speaker Thandi Modise.
-
A.
Gwede Mantashe
Gwede Mantashe is a South African politician and trade unionist who has held senior leadership roles in the African National Congress and the national government.
-
B.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
C.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
D.
Mzilikazi Khumalo
Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
-
E.
Lawrence Mbatha
Lawrence Mbatha is a senior South African military officer who serves as the head of the South African Army.
- 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_69e2454f1348819088d83f420925a5c1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f178cdc93481908f85d04560f8c285 |
completed | April 29, 2026, 3:19 a.m. |
Created at: April 17, 2026, 3:16 p.m.