Triple
T9122614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodwill Zwelithini kaBhekuzulu |
E218890
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
|
E784703
|
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: Thandekile Ndlovu | Statement: [Goodwill Zwelithini kaBhekuzulu, spouse, Thandekile Ndlovu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thandekile Ndlovu Context triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Thandekile Ndlovu]
-
A.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
D.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
E.
Lerato Radebe
Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
- 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: Thandekile Ndlovu Triple: [Goodwill Zwelithini kaBhekuzulu, spouse, Thandekile Ndlovu]
Generated description
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thandekile Ndlovu Target entity description: Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
A.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
B.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
C.
Siphiwe Tshabalala
Siphiwe Tshabalala is a South African footballer best known for scoring the spectacular opening goal of the 2010 FIFA World Cup.
-
D.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
E.
Lerato Radebe
Lerato Radebe is an individual notable enough to be specifically cited as a bearer of the surname Radebe, though detailed public information about them is limited.
- 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_69d065c40d008190940309772b89a900 |
completed | April 4, 2026, 1:13 a.m. |
| NEDg | Description generation | batch_69d066f0aa588190997de81afd8dc0b5 |
completed | April 4, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d067e17fac819095544182f3232bf5 |
completed | April 4, 2026, 1:22 a.m. |
Created at: March 30, 2026, 7:17 p.m.