Triple
T8021559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress |
E186751
|
entity |
| Predicate | successorPresidentFromParty |
P30224
|
FINISHED |
| Object | Kgalema Motlanthe |
E127350
|
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: Kgalema Motlanthe | Statement: [African National Congress, successorPresidentFromParty, Kgalema Motlanthe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kgalema Motlanthe Context triple: [African National Congress, successorPresidentFromParty, Kgalema Motlanthe]
-
A.
Kgalema Motlanthe
chosen
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
B.
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
C.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
D.
Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
-
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 (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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8eab9c81908098e6b17957316c |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccecc7c7f08190981e00342325a6da |
completed | April 1, 2026, 10 a.m. |
Created at: March 30, 2026, 5:20 p.m.