Triple

T199614
Position Surface form Disambiguated ID Type / Status
Subject Northern Ndebele E4072 entity
Predicate region P40 FINISHED
Object Matabeleland South
Matabeleland South is a largely rural province in southwestern Zimbabwe known for its Ndebele-speaking population, cattle ranching, and proximity to the Botswana and South African borders.
E27927 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: Matabeleland South | Statement: [Northern Ndebele, region, Matabeleland South]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matabeleland South
Context triple: [Northern Ndebele, region, Matabeleland South]
  • A. Matabeleland North
    Matabeleland North is a province in western Zimbabwe known for its predominantly Ndebele-speaking population and major attractions like Victoria Falls and Hwange National Park.
  • B. Mpumalanga
    Mpumalanga is a scenic eastern province of South Africa known for its dramatic landscapes, wildlife reserves, and attractions such as parts of the Kruger National Park and the Blyde River Canyon.
  • C. Transvaal
    Transvaal was a former Boer republic and later British colony in what is now northeastern South Africa, central to the conflicts and politics of the late 19th and early 20th centuries.
  • D. Bulawayo
    Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
  • E. KwaZulu-Natal
    KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
  • 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: Matabeleland South
Triple: [Northern Ndebele, region, Matabeleland South]
Generated description
Matabeleland South is a largely rural province in southwestern Zimbabwe known for its Ndebele-speaking population, cattle ranching, and proximity to the Botswana and South African borders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matabeleland South
Target entity description: Matabeleland South is a largely rural province in southwestern Zimbabwe known for its Ndebele-speaking population, cattle ranching, and proximity to the Botswana and South African borders.
  • A. Matabeleland North
    Matabeleland North is a province in western Zimbabwe known for its predominantly Ndebele-speaking population and major attractions like Victoria Falls and Hwange National Park.
  • B. Mpumalanga
    Mpumalanga is a scenic eastern province of South Africa known for its dramatic landscapes, wildlife reserves, and attractions such as parts of the Kruger National Park and the Blyde River Canyon.
  • C. Transvaal
    Transvaal was a former Boer republic and later British colony in what is now northeastern South Africa, central to the conflicts and politics of the late 19th and early 20th centuries.
  • D. Bulawayo
    Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
  • E. KwaZulu-Natal
    KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25bcc6dc88190b8c24b485588dfe4 completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34764cb5c8190b9095a38866387d9 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a348107f8c81908102ecab4fafbffe completed Feb. 28, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69a3485cf79881909e9576240f7408a5 completed Feb. 28, 2026, 7:56 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.