Triple

T12807113
Position Surface form Disambiguated ID Type / Status
Subject Coleambally Irrigation Area E306172 entity
Predicate partOf P40 FINISHED
Object Murrumbidgee Irrigation Scheme
The Murrumbidgee Irrigation Scheme is a major Australian irrigation network in New South Wales that supplies water to extensive agricultural districts along the Murrumbidgee River.
E318299 NE FINISHED

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: Murrumbidgee Irrigation Scheme | Statement: [Coleambally Irrigation Area, partOf, Murrumbidgee Irrigation Scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Scheme
Context triple: [Coleambally Irrigation Area, partOf, Murrumbidgee Irrigation Scheme]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Murrumbidgee Irrigation Scheme
Triple: [Coleambally Irrigation Area, partOf, Murrumbidgee Irrigation Scheme]
Generated description
The Murrumbidgee Irrigation Scheme is a major Australian irrigation network in New South Wales that supplies water to extensive agricultural districts along the Murrumbidgee River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Scheme
Target entity description: The Murrumbidgee Irrigation Scheme is a major Australian irrigation network in New South Wales that supplies water to extensive agricultural districts along the Murrumbidgee River.
  • A. Murrumbidgee Irrigation Area chosen
    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.
  • 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. 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.
  • D. 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.
  • E. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • F. None of above.

Provenance (5 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e808130819080f404b3a7462c2e completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b95e4dc8190adc0bf9154971028 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69ca6358c8190bb076249864f81a8 completed May 3, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69f69dc8b86c81908557fa8538e942de completed May 3, 2026, 12:58 a.m.
Created at: April 9, 2026, 5:31 p.m.