Triple

T7065708
Position Surface form Disambiguated ID Type / Status
Subject Trans-Kalahari Corridor E164344 entity
Predicate managedBy P86 FINISHED
Object Trans-Kalahari Corridor Management Committee E164344 NE FINISHED

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: Trans-Kalahari Corridor Management Committee | Statement: [Trans-Kalahari Corridor, managedBy, Trans-Kalahari Corridor Management Committee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trans-Kalahari Corridor Management Committee
Context triple: [Trans-Kalahari Corridor, managedBy, Trans-Kalahari Corridor Management Committee]
  • A. Zambezi Watercourse Commission
    The Zambezi Watercourse Commission is a regional intergovernmental body that coordinates the sustainable management and development of the Zambezi River’s shared water resources among its riparian states.
  • B. Trans-Kalahari Corridor chosen
    The Trans-Kalahari Corridor is a major overland trade and transport route linking the Namibian port of Walvis Bay with Botswana, South Africa, and the broader Southern African region.
  • C. Permanent Okavango River Basin Water Commission
    The Permanent Okavango River Basin Water Commission is a transboundary body established by the riparian states to coordinate the sustainable management and equitable use of the Okavango River Basin’s shared water resources.
  • D. Central Kalahari Game Reserve
    The Central Kalahari Game Reserve is one of the world’s largest protected wilderness areas in Botswana, renowned for its remote semi-arid landscapes, diverse wildlife, and traditional San communities.
  • E. Kavango–Zambezi Transfrontier Conservation Area
    The Kavango–Zambezi Transfrontier Conservation Area is one of the world’s largest cross-border protected regions in southern Africa, created to conserve biodiversity and promote sustainable tourism across multiple countries surrounding the Okavango and Zambezi river basins.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4a4e7188190aef123ff1a2aa473 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788bd74d88190bf2f52c95404d9bf completed March 28, 2026, 7:52 a.m.
Created at: March 27, 2026, 2:39 p.m.