Triple
T6280848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jan Hofmeyr School of Social Work |
E140776
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object | Nomzamo Winifred Zanyiwe Madikizela |
E589169
|
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: Nomzamo Winifred Zanyiwe Madikizela | Statement: [Jan Hofmeyr School of Social Work, notableStudent, Nomzamo Winifred Zanyiwe Madikizela]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nomzamo Winifred Zanyiwe Madikizela Context triple: [Jan Hofmeyr School of Social Work, notableStudent, Nomzamo Winifred Zanyiwe Madikizela]
-
A.
Lindiwe Sisulu
Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
-
B.
Amala Ratna Zandile Dlamin
Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
-
C.
Ellen Kuzwayo
chosen
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
-
D.
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.
-
E.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
- 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_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063ddb3a4819083455f6da854f8a9 |
completed | March 22, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6385c26f08190952d810a82b9236f |
completed | March 27, 2026, 7:57 a.m. |
Created at: March 22, 2026, 4:26 p.m.