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.