Triple

T3296728
Position Surface form Disambiguated ID Type / Status
Subject Zambezi Basin E69232 entity
Predicate hasTransboundaryRiver P165 FINISHED
Object Zambezi River E12331 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: Zambezi River | Statement: [Zambezi Basin, hasTransboundaryRiver, Zambezi River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zambezi River
Context triple: [Zambezi Basin, hasTransboundaryRiver, Zambezi River]
  • A. Zambezi River chosen
    The Zambezi River is one of Africa’s largest rivers, famed for Victoria Falls and its role as a vital waterway and natural border in southern Africa.
  • B. Kafue River
    The Kafue River is one of Zambia’s major rivers, flowing through the Kafue Flats and Kafue National Park before joining the Zambezi and supporting significant hydropower, agriculture, and wildlife habitats.
  • C. Limpopo River
    The Limpopo River is a major river in southern Africa that flows eastward from central southern Africa to the Indian Ocean, forming parts of the borders between several countries including South Africa, Botswana, and Zimbabwe.
  • D. Tugela River
    The Tugela River is one of South Africa’s major rivers, flowing through the province of KwaZulu-Natal from the Drakensberg Mountains to the Indian Ocean.
  • E. Kwanza River
    The Kwanza River is one of Angola’s longest and most important rivers, historically vital for transport, agriculture, and hydroelectric power in the country.
  • 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: hasTransboundaryRiver
Context triple: [Zambezi Basin, hasTransboundaryRiver, Zambezi River]
  • A. transboundaryWaterManagement
    Indicates the cooperative planning, regulation, and use of shared water resources that cross political or administrative boundaries between different jurisdictions.
  • B. hasRiver chosen
    Indicates that a location or area contains, is traversed by, or is directly associated with a river.
  • C. hasMajorRiverSystem
    Indicates that an entity possesses or is traversed by a primary, large-scale river network that significantly characterizes its hydrology or geography.
  • D. tributarySystem
    Indicates a relationship where one political entity pays regular tribute or offers deference to another, acknowledging the latter’s superior authority or status.
  • E. riverRelation
    Indicates a spatial or geographic relationship between one river and another, such as confluence, branching, or relative positioning.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb078f3dc8190afb624f62894e48f completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f501e588190b666141f7e5ed6ae completed March 20, 2026, 5:09 p.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:10 p.m.