Triple
T3904834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mswati III |
E90580
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Ntfombi Tfwala
Ntfombi Tfwala is a Swazi royal figure who served as Queen Regent of Eswatini and is the mother of King Mswati III.
|
E398947
|
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: Ntfombi Tfwala | Statement: [Mswati III, mother, Ntfombi Tfwala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ntfombi Tfwala Context triple: [Mswati III, mother, Ntfombi Tfwala]
-
A.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
B.
Fulatha Tshabalala
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
-
C.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
D.
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.
-
E.
Mbongeni Ngema
Mbongeni Ngema is a South African playwright, composer, and director best known for creating the anti-apartheid musical "Sarafina!" and other influential works in theatre and film.
- 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: Ntfombi Tfwala Triple: [Mswati III, mother, Ntfombi Tfwala]
Generated description
Ntfombi Tfwala is a Swazi royal figure who served as Queen Regent of Eswatini and is the mother of King Mswati III.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ntfombi Tfwala Target entity description: Ntfombi Tfwala is a Swazi royal figure who served as Queen Regent of Eswatini and is the mother of King Mswati III.
-
A.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
B.
Fulatha Tshabalala
Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
-
C.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
D.
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.
-
E.
Mbongeni Ngema
Mbongeni Ngema is a South African playwright, composer, and director best known for creating the anti-apartheid musical "Sarafina!" and other influential works in theatre and film.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed0fb9888190add847806555a14a |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b528540ad48190ac86774c76a2ffd4 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5292b13a08190bf23231285adae38 |
completed | March 14, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b529600884819098cb208e38e6281a |
completed | March 14, 2026, 9:24 a.m. |
Created at: March 9, 2026, 3:22 p.m.