Triple
T22755202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mapula Motlanthe |
E562821
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | First Lady of South Africa |
—
|
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: First Lady of South Africa | Statement: [Mapula Motlanthe, positionHeld, First Lady of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First Lady of South Africa Context triple: [Mapula Motlanthe, positionHeld, First Lady of South Africa]
-
A.
Zanele Mbeki
Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
-
B.
Nkosazana Dlamini-Zuma
Nkosazana Dlamini-Zuma is a South African politician and diplomat who has held several senior government positions and served as Chairperson of the African Union Commission.
-
C.
Bridgette Motsepe
Bridgette Motsepe is a South African businesswoman and philanthropist known for her involvement in mining interests and her connections to the prominent Motsepe family.
-
D.
Bathabile Dlamini
Bathabile Dlamini is a South African politician known for serving as Minister of Social Development and for her controversial tenure as president of the African National Congress Women's League.
-
E.
Ruth Segomotsi Mompati
Ruth Segomotsi Mompati was a prominent South African anti-apartheid activist, politician, and diplomat who played a key role in the African National Congress and the struggle for liberation.
- 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: First Lady of South Africa Target entity description: The First Lady of South Africa is the informal title given to the wife of the serving President of South Africa, who often undertakes ceremonial, charitable, and representational duties alongside the head of state.
-
A.
Zanele Mbeki
chosen
Zanele Mbeki is a South African social worker and gender activist known for her work in women's economic empowerment and as the former First Lady of South Africa.
-
B.
Nkosazana Dlamini-Zuma
Nkosazana Dlamini-Zuma is a South African politician and diplomat who has held several senior government positions and served as Chairperson of the African Union Commission.
-
C.
Bridgette Motsepe
Bridgette Motsepe is a South African businesswoman and philanthropist known for her involvement in mining interests and her connections to the prominent Motsepe family.
-
D.
Bathabile Dlamini
Bathabile Dlamini is a South African politician known for serving as Minister of Social Development and for her controversial tenure as president of the African National Congress Women's League.
-
E.
Ruth Segomotsi Mompati
Ruth Segomotsi Mompati was a prominent South African anti-apartheid activist, politician, and diplomat who played a key role in the African National Congress and the struggle for liberation.
- F. None of above.
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_69e24551ec7881909a9c924dbea155f6 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f179bc48788190b3deb9287d02cb2c |
completed | April 29, 2026, 3:23 a.m. |
Created at: April 17, 2026, 3:25 p.m.