Triple
T11457315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dlamini |
E271562
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Mandla Dlamini
Mandla Dlamini is a person bearing the Dlamini surname, which is common in Southern Africa and associated with several notable public figures.
|
E948655
|
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: Mandla Dlamini | Statement: [Dlamini, hasNotableBearer, Mandla Dlamini]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandla Dlamini Context triple: [Dlamini, hasNotableBearer, Mandla Dlamini]
-
A.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
B.
Mandisa Dlamini
Mandisa Dlamini is the daughter of South African royal figure Princess Zenani of the Thembu and a member of the extended Mandela family.
-
C.
Thulani Dlamini
Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
-
D.
Mantfombi Dlamini
Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
-
E.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
- 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: Mandla Dlamini Triple: [Dlamini, hasNotableBearer, Mandla Dlamini]
Generated description
Mandla Dlamini is a person bearing the Dlamini surname, which is common in Southern Africa and associated with several notable public figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandla Dlamini Target entity description: Mandla Dlamini is a person bearing the Dlamini surname, which is common in Southern Africa and associated with several notable public figures.
-
A.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
B.
Mandisa Dlamini
Mandisa Dlamini is the daughter of South African royal figure Princess Zenani of the Thembu and a member of the extended Mandela family.
-
C.
Thulani Dlamini
Thulani Dlamini is a notable individual bearing the surname Dlamini, recognized for contributions significant enough to be distinctly referenced by name.
-
D.
Mantfombi Dlamini
Mantfombi Dlamini was a Swazi-born princess who became queen consort and later queen regent of the Zulu nation in South Africa.
-
E.
Ndlela Dlamini
Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c71b1208190be1d5623d18e0222 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f12fcc1f2481908423370681dc869e |
completed | April 28, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69f138b5f8988190a7ff95095eafd0b1 |
completed | April 28, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f14e9b30a88190a054961a2f7fc80d |
completed | April 29, 2026, 12:19 a.m. |
Created at: April 8, 2026, 9:35 p.m.