Triple
T13294002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zwelinzima Vavi |
E316631
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Zwelinzima
Zwelinzima is a South African trade unionist and political activist best known for his long-time leadership role in the Congress of South African Trade Unions (COSATU).
|
E1032766
|
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: Zwelinzima | Statement: [Zwelinzima Vavi, givenName, Zwelinzima]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zwelinzima Context triple: [Zwelinzima Vavi, givenName, Zwelinzima]
-
A.
Zindziswa
Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
-
B.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
C.
Tshiphani
Tshiphani is a regional dialect of the Tshivenda language spoken by Venda communities in parts of southern Africa.
-
D.
Nquthu
Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
-
E.
Maphelane
Maphelane is a coastal nature reserve in South Africa known for its high vegetated dunes, rich birdlife, and diverse estuarine and marine habitats within the iSimangaliso Wetland Park.
- 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: Zwelinzima Triple: [Zwelinzima Vavi, givenName, Zwelinzima]
Generated description
Zwelinzima is a South African trade unionist and political activist best known for his long-time leadership role in the Congress of South African Trade Unions (COSATU).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zwelinzima Target entity description: Zwelinzima is a South African trade unionist and political activist best known for his long-time leadership role in the Congress of South African Trade Unions (COSATU).
-
A.
Zindziswa
Zindziswa is the given first name of Zindzi Mandela, the South African diplomat, poet, and daughter of Nelson Mandela and Winnie Madikizela-Mandela.
-
B.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
C.
Tshiphani
Tshiphani is a regional dialect of the Tshivenda language spoken by Venda communities in parts of southern Africa.
-
D.
Nquthu
Nquthu is a small town in KwaZulu-Natal, South Africa, known for its rural character and historical significance in the region.
-
E.
Maphelane
Maphelane is a coastal nature reserve in South Africa known for its high vegetated dunes, rich birdlife, and diverse estuarine and marine habitats within the iSimangaliso Wetland Park.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99078bcf0819083195fb556bcacb2 |
completed | April 11, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716d8ee2081908428339216c43b47 |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717b7b6dc8190ab323c1926dd9adb |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f718705a44819084b97d35a10ee50d |
completed | May 3, 2026, 9:42 a.m. |
Created at: April 9, 2026, 9:28 p.m.