Triple
T2519015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xhosa Wars |
E55477
|
entity |
| Predicate | involvedEthnicGroup |
P12220
|
FINISHED |
| Object |
Gcaleka Xhosa
The Gcaleka Xhosa are a major subgroup of the Xhosa people of South Africa, historically centered in the Eastern Cape and known for their role in regional resistance to colonial expansion.
|
E285618
|
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: Gcaleka Xhosa | Statement: [Xhosa Wars, involvedEthnicGroup, Gcaleka Xhosa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gcaleka Xhosa Context triple: [Xhosa Wars, involvedEthnicGroup, Gcaleka Xhosa]
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Lobengula Khumalo
Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
C.
Dinuzulu kaCetshwayo
Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
-
D.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
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: Gcaleka Xhosa Triple: [Xhosa Wars, involvedEthnicGroup, Gcaleka Xhosa]
Generated description
The Gcaleka Xhosa are a major subgroup of the Xhosa people of South Africa, historically centered in the Eastern Cape and known for their role in regional resistance to colonial expansion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gcaleka Xhosa Target entity description: The Gcaleka Xhosa are a major subgroup of the Xhosa people of South Africa, historically centered in the Eastern Cape and known for their role in regional resistance to colonial expansion.
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Lobengula Khumalo
Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
C.
Dinuzulu kaCetshwayo
Dinuzulu kaCetshwayo was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial encroachment and his complex role in the aftermath of the Anglo-Zulu War.
-
D.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
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_69af98a8887c8190bd00eaf48bc77781 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99e3e4bc819080ac8a379592c6d2 |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a3716e08190a559684dbc7df774 |
completed | March 10, 2026, 4:12 a.m. |
Created at: March 6, 2026, 9:46 p.m.