Triple
T22063851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgalema Motlanthe |
E545218
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Motlanthe |
—
|
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: Motlanthe | Statement: [Kgalema Motlanthe, familyName, Motlanthe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Motlanthe Context triple: [Kgalema Motlanthe, familyName, Motlanthe]
-
A.
Motlanthe
chosen
Motlanthe is the surname of Kgalema Motlanthe, a South African politician who served as the country's president from 2008 to 2009.
-
B.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
C.
Thokozani Khupe
Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
-
D.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
E.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
- 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_69e11e3377c48190890c17407b9527d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12881f9e0819091b8e6d8ff6802bd |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.