Triple
T13066019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upington |
E329324
|
entity |
| Predicate | riverIrrigationScheme |
P68084
|
FINISHED |
| Object | Orange River irrigation scheme |
E301060
|
NE FINISHED |
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: Orange River irrigation scheme | Statement: [Upington, riverIrrigationScheme, Orange River irrigation scheme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orange River irrigation scheme Context triple: [Upington, riverIrrigationScheme, Orange River irrigation scheme]
-
A.
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.
-
B.
Goldfields Water Supply Scheme
The Goldfields Water Supply Scheme is a historic Australian engineering project that transports water over hundreds of kilometers from Perth to the arid Eastern Goldfields region of Western Australia.
-
C.
Orange River Project
chosen
The Orange River Project is a major South African water resource and irrigation scheme centered on large dams and canals along the Orange River to provide hydroelectric power, irrigation, and water supply to arid regions.
-
D.
Murrumbidgee Irrigation Area
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, renowned for its extensive irrigation schemes that support fruit, rice, and other crop production.
-
E.
Goulburn–Murray Irrigation District
Goulburn–Murray Irrigation District is a major agricultural irrigation region in northern Victoria, Australia, supplying water to extensive dairy, horticulture, and mixed farming enterprises.
- 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: riverIrrigationScheme Context triple: [Upington, riverIrrigationScheme, Orange River irrigation scheme]
-
A.
irrigationProjectIn
Indicates that an irrigation project is located within or implemented in a specified geographic or administrative area.
-
B.
feedsIrrigationDistrict
chosen
Indicates that one water source or system supplies water to an irrigation district.
-
C.
typeOfIrrigation
Indicates the specific irrigation method or system used to supply water to a given area or crop.
-
D.
nearIrrigationProject
Indicates that one entity is located close to or in the vicinity of an irrigation project.
-
E.
usedIrrigation
Indicates that an entity applied or employed an irrigation system or method to supply water to land or crops.
- F. None of above.
Provenance (4 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe630808190a9a3481127bbaa86 |
completed | May 3, 2026, 4:15 a.m. |
| PD | Predicate disambiguation | batch_69d9803d46688190bac6b7d208f08d01 |
completed | April 10, 2026, 10:57 p.m. |
Created at: April 9, 2026, 8:59 p.m.