Triple
T7210122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midlands Province |
E149379
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
White Zimbabweans
White Zimbabweans are a minority population in Zimbabwe, largely descended from European settlers, historically prominent in commercial agriculture, business, and urban professional sectors.
|
E648436
|
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: White Zimbabweans | Statement: [Midlands Province, hasEthnicGroup, White Zimbabweans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: White Zimbabweans Context triple: [Midlands Province, hasEthnicGroup, White Zimbabweans]
-
A.
White South Africans
White South Africans are a diverse population group in South Africa, largely descended from Dutch, British, and other European settlers, historically associated with political and economic dominance under colonialism and apartheid.
-
B.
Shona people
The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
-
C.
Ndebele people
The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
-
D.
Zulu people
The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
-
E.
Xhosa people
The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
- 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: White Zimbabweans Triple: [Midlands Province, hasEthnicGroup, White Zimbabweans]
Generated description
White Zimbabweans are a minority population in Zimbabwe, largely descended from European settlers, historically prominent in commercial agriculture, business, and urban professional sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: White Zimbabweans Target entity description: White Zimbabweans are a minority population in Zimbabwe, largely descended from European settlers, historically prominent in commercial agriculture, business, and urban professional sectors.
-
A.
White South Africans
White South Africans are a diverse population group in South Africa, largely descended from Dutch, British, and other European settlers, historically associated with political and economic dominance under colonialism and apartheid.
-
B.
Shona people
The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
-
C.
Ndebele people
The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
-
D.
Zulu people
The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
-
E.
Xhosa people
The Xhosa people are a Bantu-speaking ethnic group of South Africa known for their rich oral traditions, distinctive click language, and significant role in the country’s cultural and political history.
- 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e96c46dc819080a6b40456d7b068 |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfc9aae48190aa432ebc0034d9b8 |
completed | March 28, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c7c071778881909a82eedf61cae22b |
completed | March 28, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c111e05c8190a9cfba3fca1f8198 |
completed | March 28, 2026, 11:52 a.m. |
Created at: March 27, 2026, 2:53 p.m.