Triple
T16426121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sobhuza II |
E398946
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ndlovukati Zihlathi Ndwandwe
Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
|
E1212078
|
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 Zihlathi Ndwandwe | Statement: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ndlovukati Zihlathi Ndwandwe Context triple: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
-
A.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
B.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
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.
Hlengiwe Mkhize
Hlengiwe Mkhize was a South African academic and politician who played a significant role in the country’s post-apartheid transition and governance.
-
E.
Nontsizi Mgqwetho
Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
- 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 Zihlathi Ndwandwe Triple: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
Generated description
Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ndlovukati Zihlathi Ndwandwe Target entity description: Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
-
A.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
-
B.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
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.
Hlengiwe Mkhize
Hlengiwe Mkhize was a South African academic and politician who played a significant role in the country’s post-apartheid transition and governance.
-
E.
Nontsizi Mgqwetho
Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
- 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_6a003c7273e48190b0668948141cf30b |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003ef320e4819094cfa05fc1a40cbd |
completed | May 10, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00404955f88190a4863f8527a69d6f |
completed | May 10, 2026, 8:22 a.m. |
Created at: April 10, 2026, 5:09 a.m.