Triple
T12640280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zanele Mbeki |
E301875
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Thabo Mbeki |
E53850
|
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: Thabo Mbeki | Statement: [Zanele Mbeki, spouse, Thabo Mbeki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thabo Mbeki Context triple: [Zanele Mbeki, spouse, Thabo Mbeki]
-
A.
Thabo Mbeki
chosen
Thabo Mbeki is a South African politician who served as the country’s second post-apartheid president, known for his role in economic reform and controversial stance on HIV/AIDS.
-
B.
Mbeki
Mbeki is a South African surname most prominently associated with former president Thabo Mbeki and his politically influential family.
-
C.
Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
-
D.
Kgalema Motlanthe
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
E.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961499de08190bdba66ca40b021be |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6719886708190823f6f7e94e4d199 |
completed | May 2, 2026, 9:50 p.m. |
Created at: April 9, 2026, 5:16 p.m.