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.