Triple

T22031216
Position Surface form Disambiguated ID Type / Status
Subject Groblersdal E544091 entity
Predicate hasAgriculturalIrrigationScheme P136581 FINISHED
Object Loskop irrigation scheme NE NERFINISHED

How this triple was built (4 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: Loskop irrigation scheme | Statement: [Groblersdal, hasAgriculturalIrrigationScheme, Loskop irrigation scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loskop irrigation scheme
Context triple: [Groblersdal, hasAgriculturalIrrigationScheme, Loskop irrigation scheme]
  • A. Vaalharts Irrigation Scheme
    Vaalharts Irrigation Scheme is one of the largest irrigation projects in South Africa, transforming semi-arid land in the Northern Cape and North West provinces into productive agricultural farmland.
  • B. Ord River irrigation scheme
    The Ord River irrigation scheme is a major agricultural development in northern Western Australia that harnesses the Ord River’s water through dams and channels to support large-scale irrigated farming around Kununurra.
  • C. Molato Dam
    Molato Dam is a hydroelectric and irrigation dam located on the Tidone River in northern Italy.
  • D. Kosi Barrage
    Kosi Barrage is a major flood-control and irrigation structure built across the Kosi River near the India–Nepal border.
  • E. Vaal Dam
    Vaal Dam is a major reservoir in South Africa that supplies water to the Gauteng region and plays a key role in the country’s water management and power generation systems.
  • 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: Loskop irrigation scheme
Target entity description: Loskop irrigation scheme is a major agricultural irrigation network in the Groblersdal area of South Africa that supports extensive crop farming using water from the Loskop Dam.
  • A. Vaalharts Irrigation Scheme
    Vaalharts Irrigation Scheme is one of the largest irrigation projects in South Africa, transforming semi-arid land in the Northern Cape and North West provinces into productive agricultural farmland.
  • B. Ord River irrigation scheme
    The Ord River irrigation scheme is a major agricultural development in northern Western Australia that harnesses the Ord River’s water through dams and channels to support large-scale irrigated farming around Kununurra.
  • C. Molato Dam
    Molato Dam is a hydroelectric and irrigation dam located on the Tidone River in northern Italy.
  • D. Kosi Barrage
    Kosi Barrage is a major flood-control and irrigation structure built across the Kosi River near the India–Nepal border.
  • E. Vaal Dam
    Vaal Dam is a major reservoir in South Africa that supplies water to the Gauteng region and plays a key role in the country’s water management and power generation systems.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAgriculturalIrrigationScheme
Context triple: [Groblersdal, hasAgriculturalIrrigationScheme, Loskop irrigation scheme]
  • A. hasIrrigationSchemes chosen
    Indicates that an entity is associated with, implements, or contains one or more irrigation schemes.
  • B. irrigationScheme
    Indicates that one entity is part of, served by, or associated with a particular irrigation scheme or system for water distribution.
  • C. hasIrrigation
    Indicates that an entity is equipped with or benefits from an irrigation system supplying water.
  • D. hasIrrigatedAgriculture
    Indicates that an entity engages in or possesses agricultural activities that are supported or sustained by artificial irrigation systems.
  • E. hasIrrigationArea
    Indicates that an entity possesses or is associated with a specific area of land equipped or designated for irrigation.
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127edd5b48190a9aeb2840105c181 completed April 28, 2026, 9:34 p.m.
PD Predicate disambiguation batch_69e6f63b0d048190b241622759aab9de completed April 21, 2026, 3:59 a.m.
Created at: April 16, 2026, 8:24 p.m.