Triple
T21630145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkosazana Dlamini-Zuma |
E533808
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Nkosazana
Nkosazana is the given name of South African politician and anti-apartheid activist Nkosazana Dlamini-Zuma.
|
E1494885
|
NE FINISHED |
How this triple was built (4 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 | Statement: [Nkosazana Dlamini-Zuma, givenName, Nkosazana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkosazana Context triple: [Nkosazana Dlamini-Zuma, givenName, Nkosazana]
-
A.
Nomhle Nkonyeni
Nomhle Nkonyeni was a veteran South African actress renowned for her work in film, television, and theatre over several decades.
-
B.
Nomsa Dlamini
Nomsa Dlamini is a notable individual bearing the Dlamini surname, recognized as a distinguished member of this prominent Southern African family lineage.
-
C.
Ramphele
Ramphele is a South African physician, anti-apartheid activist, academic, and businesswoman who became one of the country’s most prominent public intellectuals and political figures.
-
D.
Nokuthula Mhlaba
Nokuthula Mhlaba is known as the wife of South African anti-apartheid activist and politician Raymond Mhlaba.
-
E.
Thabitha Khumalo
Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nkosazana Triple: [Nkosazana Dlamini-Zuma, givenName, Nkosazana]
Generated description
Nkosazana is the given name of South African politician and anti-apartheid activist Nkosazana Dlamini-Zuma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nkosazana Target entity description: Nkosazana is the given name of South African politician and anti-apartheid activist Nkosazana Dlamini-Zuma.
-
A.
Nomhle Nkonyeni
Nomhle Nkonyeni was a veteran South African actress renowned for her work in film, television, and theatre over several decades.
-
B.
Nomsa Dlamini
Nomsa Dlamini is a notable individual bearing the Dlamini surname, recognized as a distinguished member of this prominent Southern African family lineage.
-
C.
Ramphele
Ramphele is a South African physician, anti-apartheid activist, academic, and businesswoman who became one of the country’s most prominent public intellectuals and political figures.
-
D.
Nokuthula Mhlaba
Nokuthula Mhlaba is known as the wife of South African anti-apartheid activist and politician Raymond Mhlaba.
-
E.
Thabitha Khumalo
Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
- F. None of above. chosen
Provenance (5 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5215ae3c81909e6dedba23822970 |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a158da8c4819090c235b3cb718586 |
completed | May 17, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_6a0a1626bd188190adf00ffed25df26c |
completed | May 17, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a16c70cfc81908125358316e2a89a |
completed | May 17, 2026, 7:28 p.m. |
Created at: April 16, 2026, 6:34 p.m.