Triple

T441145
Position Surface form Disambiguated ID Type / Status
Subject Zulu E10115 entity
Predicate isMajorLanguageOf P11430 FINISHED
Object KwaZulu-Natal E25962 NE FINISHED

How this triple was built (3 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: KwaZulu-Natal | Statement: [Zulu, isMajorLanguageOf, KwaZulu-Natal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal
Context triple: [Zulu, isMajorLanguageOf, KwaZulu-Natal]
  • A. KwaZulu-Natal chosen
    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.
  • 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. Gauteng
    Gauteng is South Africa’s smallest yet most populous and economically dominant province, encompassing major urban centers like Johannesburg and Pretoria.
  • D. Eastern Cape
    Eastern Cape is a province in southeastern South Africa known for its diverse landscapes, Xhosa cultural heritage, and historic cities such as Port Elizabeth (Gqeberha) and East London.
  • E. Northern Cape
    The Northern Cape is South Africa’s largest and most sparsely populated province, known for its arid landscapes, diamond mining history, and significant Afrikaans-speaking communities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isMajorLanguageOf
Context triple: [Zulu, isMajorLanguageOf, KwaZulu-Natal]
  • A. majorityLanguageOf chosen
    Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
  • B. isLanguageOf
    Indicates that a particular language is used as the official or primary language associated with a given entity (such as a person, document, or region).
  • C. isScheduledLanguageOf
    Indicates that a particular language is officially planned or designated to be used for a specific event, program, or context.
  • D. isWidelySpokenIn
    Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
  • E. isCulturalLanguageOf
    Indicates that a language serves as a primary medium of cultural expression, identity, and heritage for a particular group, community, or region.
  • F. None of above.

Provenance (4 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef2af84881909635ebbbb3465b1b completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4984a0bc08190ab913090da6b76a7 completed March 1, 2026, 7:49 p.m.
PD Predicate disambiguation batch_69a2eddcf50c8190bfa0d1f8ee9f604a completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.