Triple

T22951507
Position Surface form Disambiguated ID Type / Status
Subject Zambezi Tonga E570031 entity
Predicate spokenIn P2266 FINISHED
Object Western Province, Zambia — NE NERFINISHED

How this triple was built (2 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: Western Province, Zambia | Statement: [Zambezi Tonga, spokenIn, Western Province, Zambia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western Province, Zambia
Context triple: [Zambezi Tonga, spokenIn, Western Province, Zambia]
  • A. Western Province, Zambia chosen
    Western Province, Zambia is a largely rural region in western Zambia known for its vast floodplains, traditional Lozi culture, and proximity to major wildlife areas such as Kafue National Park.
  • B. Eastern Province, Zambia
    Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
  • C. Southern Province, Zambia
    Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
  • D. Northern Province, Zambia
    Northern Province, Zambia is a largely rural region in the north of Zambia known for its lakeside towns, including the port of Mpulungu on Lake Tanganyika, and its significant natural and cultural heritage.
  • E. North-Western Province, Zambia
    North-Western Province, Zambia is a largely rural, mineral-rich region in the northwest of Zambia known for its ethnic diversity, including Kaonde speakers, and significant copper and gold mining activities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e2459199d08190a8184ee2aa935842 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181a285448190a718734fe933d51a completed April 29, 2026, 3:57 a.m.
Created at: April 17, 2026, 3:46 p.m.