Triple

T18605465
Position Surface form Disambiguated ID Type / Status
Subject Limpopo Water Management Area E454731 entity
Predicate hasTransboundaryContextWith P128764 FINISHED
Object Botswana — 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: Botswana | Statement: [Limpopo Water Management Area, hasTransboundaryContextWith, Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Botswana
Context triple: [Limpopo Water Management Area, hasTransboundaryContextWith, Botswana]
  • A. Botswana chosen
    Botswana is a landlocked country in Southern Africa known for its stable democracy, significant diamond resources, and vast wildlife-rich landscapes including the Okavango Delta.
  • B. Botswana and Zimbabwe
    Botswana and Zimbabwe are neighboring landlocked countries in Southern Africa that share close historical, economic, and ecological ties.
  • C. Namibia and Botswana
    Namibia and Botswana are neighboring countries in Southern Africa known for their vast deserts, rich wildlife, and major river systems that shape their shared ecosystems and borders.
  • D. Namibia
    Namibia is a sparsely populated country in southwestern Africa known for its dramatic desert landscapes, diverse wildlife, and a legal system influenced by Roman-Dutch law.
  • E. Eswatini
    Eswatini is a small landlocked monarchy in Southern Africa known for its blend of traditional Swazi culture and modern institutions.
  • 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: hasTransboundaryContextWith
Context triple: [Limpopo Water Management Area, hasTransboundaryContextWith, Botswana]
  • A. transboundaryContext
    Indicates a context, situation, or effect that crosses or involves the boundaries between two or more distinct jurisdictions, regions, or territories.
  • B. formsTransboundaryProtectedAreaWith
    Indicates that one protected area is jointly designated and managed with another across a political or administrative boundary, creating a single transboundary conservation unit.
  • C. borderingCountryContext
    Indicates that one country shares a land or maritime boundary with another within a specified geopolitical or temporal context.
  • D. borderRiverContext
    Indicates that a river serves as or is involved in forming the boundary between two geographic or political regions within a specific contextual setting.
  • E. hasCrossBorderArea chosen
    Indicates that an entity is associated with or spans a geographic area that extends across national or jurisdictional borders.
  • F. None of above.

Provenance (3 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e547544a248190a3465e22dfb29305 completed April 19, 2026, 9:21 p.m.
PD Predicate disambiguation batch_69e478cf5e888190a0b1074b0c6525df completed April 19, 2026, 6:40 a.m.
Created at: April 10, 2026, 11:45 a.m.