Triple
T2519009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xhosa Wars |
E55477
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Sandile kaNgqika
Sandile kaNgqika was a prominent 19th-century Xhosa chief and military leader who played a central role in resisting British colonial expansion in the Eastern Cape.
|
E283845
|
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: Sandile kaNgqika | Statement: [Xhosa Wars, notableLeader, Sandile kaNgqika]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandile kaNgqika Context triple: [Xhosa Wars, notableLeader, Sandile kaNgqika]
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Prince Thumbumuzi Dlamini
Prince Thumbumuzi Dlamini is a member of the Swazi royal family who is married to South African diplomat and anti-apartheid activist Zenani Mandela-Dlamini, daughter of Nelson Mandela.
-
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.
Prince Cedza Dlamini
Prince Cedza Dlamini is a Swazi royal and social entrepreneur known for his work in youth leadership and development, as well as being the grandson of Nelson Mandela.
-
E.
Zwelibanzi Hlongwane
Zwelibanzi Hlongwane is a South African businessman best known as the former husband of Zindzi Mandela, the daughter of Nelson Mandela.
- 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: Sandile kaNgqika Triple: [Xhosa Wars, notableLeader, Sandile kaNgqika]
Generated description
Sandile kaNgqika was a prominent 19th-century Xhosa chief and military leader who played a central role in resisting British colonial expansion in the Eastern Cape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sandile kaNgqika Target entity description: Sandile kaNgqika was a prominent 19th-century Xhosa chief and military leader who played a central role in resisting British colonial expansion in the Eastern Cape.
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Prince Thumbumuzi Dlamini
Prince Thumbumuzi Dlamini is a member of the Swazi royal family who is married to South African diplomat and anti-apartheid activist Zenani Mandela-Dlamini, daughter of Nelson Mandela.
-
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.
Prince Cedza Dlamini
Prince Cedza Dlamini is a Swazi royal and social entrepreneur known for his work in youth leadership and development, as well as being the grandson of Nelson Mandela.
-
E.
Zwelibanzi Hlongwane
Zwelibanzi Hlongwane is a South African businessman best known as the former husband of Zindzi Mandela, the daughter of Nelson Mandela.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd232ae188190b7b70806b466ee99 |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af9068798c8190958c5522276906fe |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:46 p.m.