Triple
T14434546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kgatleng District |
E357923
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Bakgatla ba ga Kgafela
Bakgatla ba ga Kgafela are a Tswana-speaking ethnic group historically led by the Kgafela royal lineage, primarily based in Botswana and South Africa.
|
E1098428
|
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: Bakgatla ba ga Kgafela | Statement: [Kgatleng District, hasEthnicGroup, Bakgatla ba ga Kgafela]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakgatla ba ga Kgafela Context triple: [Kgatleng District, hasEthnicGroup, Bakgatla ba ga Kgafela]
-
A.
Gcaleka kaPhalo
Gcaleka kaPhalo was a paramount chief of the Xhosa people and the ancestor of the Gcaleka royal lineage in what is now South Africa.
-
B.
Makgatho
Makgatho is a South African lawyer and businessman best known as the son of former president Nelson Mandela.
-
C.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
-
D.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
E.
Makgoba
Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
- 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: Bakgatla ba ga Kgafela Triple: [Kgatleng District, hasEthnicGroup, Bakgatla ba ga Kgafela]
Generated description
Bakgatla ba ga Kgafela are a Tswana-speaking ethnic group historically led by the Kgafela royal lineage, primarily based in Botswana and South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakgatla ba ga Kgafela Target entity description: Bakgatla ba ga Kgafela are a Tswana-speaking ethnic group historically led by the Kgafela royal lineage, primarily based in Botswana and South Africa.
-
A.
Gcaleka kaPhalo
Gcaleka kaPhalo was a paramount chief of the Xhosa people and the ancestor of the Gcaleka royal lineage in what is now South Africa.
-
B.
Makgatho
Makgatho is a South African lawyer and businessman best known as the son of former president Nelson Mandela.
-
C.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
-
D.
Mogale wa Mogale
Mogale wa Mogale was a 19th-century BaPo chief and historical leader in the Krugersdorp region of South Africa, remembered for his resistance to Boer expansion.
-
E.
Makgoba
Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91471a648190adb7b283a6a85c3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bd5b1d08190a89e6f004a94b361 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5ca8e36c8190873d0e2a82f62623 |
completed | May 8, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5d46d974819085a43c51b414ff9a |
completed | May 8, 2026, 3:49 a.m. |
Created at: April 10, 2026, 1:18 a.m.