Triple
T9122616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodwill Zwelithini kaBhekuzulu |
E218890
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nompumelelo Mchiza
Nompumelelo Mchiza is one of the queens of the Zulu royal family, known for being married to the late King Goodwill Zwelithini kaBhekuzulu of the Zulu nation in South Africa.
|
E786765
|
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: Nompumelelo Mchiza | Statement: [Goodwill Zwelithini kaBhekuzulu, spouse, Nompumelelo Mchiza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nompumelelo Mchiza Context triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Nompumelelo Mchiza]
-
A.
Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
B.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
C.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
D.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
E.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
- 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: Nompumelelo Mchiza Triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Nompumelelo Mchiza]
Generated description
Nompumelelo Mchiza is one of the queens of the Zulu royal family, known for being married to the late King Goodwill Zwelithini kaBhekuzulu of the Zulu nation in South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nompumelelo Mchiza Target entity description: Nompumelelo Mchiza is one of the queens of the Zulu royal family, known for being married to the late King Goodwill Zwelithini kaBhekuzulu of the Zulu nation in South Africa.
-
A.
Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
B.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
C.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
D.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
E.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b46dac8190bde88205c85f596a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d07758ce3c819088e78674a7da5a06 |
completed | April 4, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69d0782d305481909a2b41615e890863 |
completed | April 4, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0789ef4288190bf4d52e7ed47bd9b |
completed | April 4, 2026, 2:34 a.m. |
Created at: March 30, 2026, 7:17 p.m.