Triple
T16426122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sobhuza II |
E398946
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ndlovukati Dzeliwe Shongwe
Ndlovukati Dzeliwe Shongwe was a queen mother and former regent of Eswatini, known for serving as a key royal consort to King Sobhuza II and briefly acting as the country’s head of state.
|
E1212769
|
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: Ndlovukati Dzeliwe Shongwe | Statement: [Sobhuza II, spouse, Ndlovukati Dzeliwe Shongwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ndlovukati Dzeliwe Shongwe Context triple: [Sobhuza II, spouse, Ndlovukati Dzeliwe Shongwe]
-
A.
Mandla Dlamini
Mandla Dlamini is a person bearing the Dlamini surname, which is common in Southern Africa and associated with several notable public figures.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
Ntsiki Mashalaba
Ntsiki Mashalaba is best known as the wife of South African anti-apartheid activist Steve Biko and the mother of his children.
-
D.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
-
E.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
- 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: Ndlovukati Dzeliwe Shongwe Triple: [Sobhuza II, spouse, Ndlovukati Dzeliwe Shongwe]
Generated description
Ndlovukati Dzeliwe Shongwe was a queen mother and former regent of Eswatini, known for serving as a key royal consort to King Sobhuza II and briefly acting as the country’s head of state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ndlovukati Dzeliwe Shongwe Target entity description: Ndlovukati Dzeliwe Shongwe was a queen mother and former regent of Eswatini, known for serving as a key royal consort to King Sobhuza II and briefly acting as the country’s head of state.
-
A.
Mandla Dlamini
Mandla Dlamini is a person bearing the Dlamini surname, which is common in Southern Africa and associated with several notable public figures.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
Ntsiki Mashalaba
Ntsiki Mashalaba is best known as the wife of South African anti-apartheid activist Steve Biko and the mother of his children.
-
D.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
-
E.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328faa7448190a2606f1b37ea0a3d |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00458168888190bd0be495efa5c563 |
completed | May 10, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_6a004621f0908190ad97a15fec619765 |
completed | May 10, 2026, 8:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0046a88e048190baa78506808171b8 |
completed | May 10, 2026, 8:49 a.m. |
Created at: April 10, 2026, 5:09 a.m.