Triple
T6418593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Zuma |
E127888
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Nkosazana Dlamini-Zuma |
E533808
|
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: Nkosazana Dlamini-Zuma | Statement: [Jacob Zuma, spouse, Nkosazana Dlamini-Zuma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkosazana Dlamini-Zuma Context triple: [Jacob Zuma, spouse, Nkosazana 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.
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.
-
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.
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.
-
E.
Moeletsi Mbeki
Moeletsi Mbeki is a South African political economist, author, and outspoken commentator on African governance and development issues.
- 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068eb6c988190b54de6182d0f490d |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640d2ab64819089e91525da60392b |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:42 p.m.