Triple
T23364021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkosazana Dlamini-Zuma |
E593262
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Dlamini-Zuma |
—
|
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: Dlamini-Zuma | Statement: [Nkosazana Dlamini-Zuma, familyName, Dlamini-Zuma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dlamini-Zuma Context triple: [Nkosazana Dlamini-Zuma, familyName, Dlamini-Zuma]
-
A.
Nkosazana Dlamini-Zuma
chosen
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.
-
B.
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.
-
C.
Zenani Mandela-Dlamini
Zenani Mandela-Dlamini is a South African diplomat and princess of the Thembu royal family, best known as the daughter of anti-apartheid icon and former president Nelson Mandela.
-
D.
Mandisa Dlamini
Mandisa Dlamini is the daughter of South African royal figure Princess Zenani of the Thembu and a member of the extended Mandela family.
-
E.
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.
- 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0aac4248190a4663ed12aed6856 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:31 p.m.