Triple

T14058308
Position Surface form Disambiguated ID Type / Status
Subject Snowy–Tumut Development E338275 entity
Predicate regionServed P82 FINISHED
Object New South Wales irrigation districts
The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
E1078604 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: New South Wales irrigation districts | Statement: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New South Wales irrigation districts
Context triple: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
  • 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. 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.
  • C. 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.
  • D. New South Wales reserve system
    The New South Wales reserve system is a network of protected areas across the Australian state of New South Wales established to conserve biodiversity, natural landscapes, and cultural heritage.
  • E. Coleambally Irrigation Area
    Coleambally Irrigation Area is a major agricultural irrigation district in the Riverina region of New South Wales, Australia, known for intensive rice and cereal cropping supported by water from the Murrumbidgee River system.
  • 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: New South Wales irrigation districts
Triple: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
Generated description
The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New South Wales irrigation districts
Target entity description: The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
  • 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. 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.
  • C. 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.
  • D. New South Wales reserve system
    The New South Wales reserve system is a network of protected areas across the Australian state of New South Wales established to conserve biodiversity, natural landscapes, and cultural heritage.
  • E. Coleambally Irrigation Area
    Coleambally Irrigation Area is a major agricultural irrigation district in the Riverina region of New South Wales, Australia, known for intensive rice and cereal cropping supported by water from the Murrumbidgee River system.
  • F. None of above. chosen

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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c8e6d008190af8892f34c5cefbd completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb662c37c8190a629278a97060080 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc99fca8c8190bbcafba5bacfdfda completed May 7, 2026, 5:19 p.m.
NED2 Entity disambiguation (via description) batch_69fcca3a375c819092b3f67612d2ec0c completed May 7, 2026, 5:22 p.m.
Created at: April 9, 2026, 10:20 p.m.