Triple
T9122612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodwill Zwelithini kaBhekuzulu |
E218890
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sibongile Winifred Dlamini
Sibongile Winifred Dlamini is a South African royal figure best known as one of the principal wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
|
E782923
|
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: Sibongile Winifred Dlamini | Statement: [Goodwill Zwelithini kaBhekuzulu, spouse, Sibongile Winifred Dlamini]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sibongile Winifred Dlamini Context triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Sibongile Winifred Dlamini]
-
A.
Gertrude Sizakele Khumalo
Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
-
B.
Mantfombi Dlamini
Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
-
C.
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.
-
D.
Princess Mantfombi Dlamini
Princess Mantfombi Dlamini was a Swazi-born royal who became Queen Consort and later Regent of the Zulu nation in 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. 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: Sibongile Winifred Dlamini Triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Sibongile Winifred Dlamini]
Generated description
Sibongile Winifred Dlamini is a South African royal figure best known as one of the principal wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sibongile Winifred Dlamini Target entity description: Sibongile Winifred Dlamini is a South African royal figure best known as one of the principal wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
A.
Gertrude Sizakele Khumalo
Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
-
B.
Mantfombi Dlamini
Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
-
C.
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.
-
D.
Princess Mantfombi Dlamini
Princess Mantfombi Dlamini was a Swazi-born royal who became Queen Consort and later Regent of the Zulu nation in 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. 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_69d0544f7be481908f247889363c0f32 |
completed | April 3, 2026, 11:59 p.m. |
| NEDg | Description generation | batch_69d057ff4a7c819086213940563ef753 |
completed | April 4, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d058cd8f2481908528e2862c91384b |
completed | April 4, 2026, 12:18 a.m. |
Created at: March 30, 2026, 7:17 p.m.