Triple

T19782806
Position Surface form Disambiguated ID Type / Status
Subject Western Province, Zambia E475179 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Sesheke–Katima Mulilo border crossing — NE NERFINISHED

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: Sesheke–Katima Mulilo border crossing | Statement: [Western Province, Zambia, hasBorderCrossing, Sesheke–Katima Mulilo border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sesheke–Katima Mulilo border crossing
Context triple: [Western Province, Zambia, hasBorderCrossing, Sesheke–Katima Mulilo border crossing]
  • A. Plumtree–Ramokgwebana border crossing
    The Plumtree–Ramokgwebana border crossing is a major road and customs checkpoint linking western Zimbabwe with eastern Botswana, serving as an important regional trade and travel route.
  • B. Trans-Kalahari Border Post
    Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
  • C. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • D. Chirundu Border Post
    Chirundu Border Post is a key town and border crossing between Zimbabwe and Zambia, serving as an important transit point for regional trade and travel.
  • E. Lebombo border post
    The Lebombo border post is a major land crossing between South Africa and Mozambique, serving as a key gateway for trade and travel along the Maputo Corridor.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sesheke–Katima Mulilo border crossing
Target entity description: The Sesheke–Katima Mulilo border crossing is an international road crossing over the Zambezi River linking western Zambia with Namibia’s Caprivi Strip, serving as a key regional trade and transport route in southern Africa.
  • A. Plumtree–Ramokgwebana border crossing
    The Plumtree–Ramokgwebana border crossing is a major road and customs checkpoint linking western Zimbabwe with eastern Botswana, serving as an important regional trade and travel route.
  • B. Trans-Kalahari Border Post
    Trans-Kalahari Border Post is a key international crossing facility along the Trans-Kalahari Corridor that facilitates road transport and trade between Southern African countries.
  • C. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • D. Chirundu Border Post
    Chirundu Border Post is a key town and border crossing between Zimbabwe and Zambia, serving as an important transit point for regional trade and travel.
  • E. Lebombo border post
    The Lebombo border post is a major land crossing between South Africa and Mozambique, serving as a key gateway for trade and travel along the Maputo Corridor.
  • F. None of above. chosen

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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653852e848190b8971981a164e8f9 completed April 20, 2026, 4:25 p.m.
Created at: April 10, 2026, 1:49 p.m.