Triple

T14097557
Position Surface form Disambiguated ID Type / Status
Subject Lower Vaal Water Management Area E339291 entity
Predicate partOf P40 FINISHED
Object National Water Management Areas of South Africa E1003145 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: National Water Management Areas of South Africa | Statement: [Lower Vaal Water Management Area, partOf, National Water Management Areas of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Water Management Areas of South Africa
Context triple: [Lower Vaal Water Management Area, partOf, National Water Management Areas of South Africa]
  • A. National Water Management Areas of South Africa chosen
    The National Water Management Areas of South Africa are administratively defined hydrological regions used by the government to plan, regulate, and manage the country’s water resources.
  • B. Limpopo Water Management Area
    Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
  • C. South African west coast wetlands network
    The South African west coast wetlands network is a conservation-linked system of ecologically important coastal and estuarine wetlands along South Africa’s Atlantic shoreline, recognized for its rich biodiversity and critical habitat for waterbirds.
  • D. Upper Vaal Water Management Area
    The Upper Vaal Water Management Area is a South African hydrological region responsible for managing and regulating water resources in the upper reaches of the Vaal River basin.
  • E. Lower Vaal Water Management Area
    The Lower Vaal Water Management Area is a designated hydrological region in South Africa responsible for managing and regulating water resources in the downstream reaches of the Vaal River system.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fb926288190a7f0f50d1d585d76 completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0adfc28819097a1bfd56739c286 completed May 7, 2026, 5:49 p.m.
Created at: April 9, 2026, 10:22 p.m.