Triple
T57744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zimbabwe |
E1143
|
entity |
| Predicate | officialLanguage |
P236
|
FINISHED |
| Object |
Northern Ndebele
Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
|
E4072
|
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: Northern Ndebele | Statement: [Zimbabwe, officialLanguage, Northern Ndebele]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Ndebele Context triple: [Zimbabwe, officialLanguage, Northern Ndebele]
-
A.
Afrikaners
Afrikaners are a South African ethnic group descended primarily from Dutch settlers, known for speaking Afrikaans and playing a central role in the country’s colonial and apartheid-era history.
-
B.
Zimbabwe
Zimbabwe is a landlocked country in southern Africa known for its dramatic landscapes, diverse wildlife, and historical sites such as Victoria Falls and the Great Zimbabwe ruins.
-
C.
South African English
South African English is the variety of English spoken in South Africa, characterized by distinctive pronunciation, vocabulary, and influences from Afrikaans and indigenous African languages.
-
D.
Cape Colony
Cape Colony was a former European settlement and strategic refreshment station at the southern tip of Africa that developed into a key hub of trade, migration, and colonial expansion.
-
E.
Gombe Stream Research Centre
Gombe Stream Research Centre is a renowned primatological research station in Tanzania best known as the long-term base for Jane Goodall’s groundbreaking chimpanzee studies.
- 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: Northern Ndebele Triple: [Zimbabwe, officialLanguage, Northern Ndebele]
Generated description
Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Ndebele Target entity description: Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
-
A.
Afrikaners
Afrikaners are a South African ethnic group descended primarily from Dutch settlers, known for speaking Afrikaans and playing a central role in the country’s colonial and apartheid-era history.
-
B.
Zimbabwe
Zimbabwe is a landlocked country in southern Africa known for its dramatic landscapes, diverse wildlife, and historical sites such as Victoria Falls and the Great Zimbabwe ruins.
-
C.
South African English
South African English is the variety of English spoken in South Africa, characterized by distinctive pronunciation, vocabulary, and influences from Afrikaans and indigenous African languages.
-
D.
Cape Colony
Cape Colony was a former European settlement and strategic refreshment station at the southern tip of Africa that developed into a key hub of trade, migration, and colonial expansion.
-
E.
Gombe Stream Research Centre
Gombe Stream Research Centre is a renowned primatological research station in Tanzania best known as the long-term base for Jane Goodall’s groundbreaking chimpanzee studies.
- 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_69a248adc5b48190aa8db9fb092fb28a |
completed | Feb. 28, 2026, 1:45 a.m. |
| NER | Named-entity recognition | batch_69a24b1bf2c081908f20e13939b713ff |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e67ff508190af0f1a3dd232c836 |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24f1747f0819085ed4ff644b26ea5 |
completed | Feb. 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24fccea748190bf167f0d3a6b3f81 |
completed | Feb. 28, 2026, 2:15 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.