Triple
T5849107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyril Ramaphosa |
E129983
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Tshepo Motsepe |
E163634
|
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: Tshepo Motsepe | Statement: [Cyril Ramaphosa, spouse, Tshepo Motsepe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tshepo Motsepe Context triple: [Cyril Ramaphosa, spouse, Tshepo Motsepe]
-
A.
Tshepo Motsepe
chosen
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
-
B.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
C.
Reinhold Inkamala
Reinhold Inkamala is an Australian Aboriginal artist recognized for his contributions to the Hermannsburg watercolour painting tradition.
-
D.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
E.
Blade Nzimande
Blade Nzimande is a South African politician and academic who has long served as a prominent leader in leftist politics, including holding senior government ministerial positions.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035145a0c8190941945a83a3f2416 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c13540fa788190a09a509267bdb147 |
completed | March 23, 2026, 12:42 p.m. |
Created at: March 22, 2026, 3:55 p.m.