Triple

T7768853
Position Surface form Disambiguated ID Type / Status
Subject Goulburn Valley E179017 entity
Predicate hasIrrigationScheme P6177 FINISHED
Object 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.
E687526 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: Goulburn–Murray Irrigation District | Statement: [Goulburn Valley, hasIrrigationScheme, Goulburn–Murray Irrigation District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goulburn–Murray Irrigation District
Context triple: [Goulburn Valley, hasIrrigationScheme, Goulburn–Murray Irrigation District]
  • 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. 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.
  • C. Riverina Joint Organisation
    Riverina Joint Organisation is a regional collaboration of local councils in the Riverina area of New South Wales, Australia, focused on strategic planning, advocacy, and shared services.
  • D. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • E. Lachlan Valley Water
    Lachlan Valley Water is a regional water management authority responsible for overseeing water resources and catchment health in the Lachlan River valley of New South Wales, Australia.
  • 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: Goulburn–Murray Irrigation District
Triple: [Goulburn Valley, hasIrrigationScheme, Goulburn–Murray Irrigation District]
Generated description
Goulburn–Murray Irrigation District is a major agricultural irrigation region in northern Victoria, Australia, supplying water to extensive dairy, horticulture, and mixed farming enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goulburn–Murray Irrigation District
Target entity description: Goulburn–Murray Irrigation District is a major agricultural irrigation region in northern Victoria, Australia, supplying water to extensive dairy, horticulture, and mixed farming enterprises.
  • 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. 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.
  • C. Riverina Joint Organisation
    Riverina Joint Organisation is a regional collaboration of local councils in the Riverina area of New South Wales, Australia, focused on strategic planning, advocacy, and shared services.
  • D. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • E. Lachlan Valley Water
    Lachlan Valley Water is a regional water management authority responsible for overseeing water resources and catchment health in the Lachlan River valley of New South Wales, Australia.
  • 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_69c69f30602c819082ab52cd4af5c592 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c704376dc08190890f5ebb9f259cfd completed March 27, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7e7818c8190920ea2bde6343968 completed March 29, 2026, 6:34 a.m.
NEDg Description generation batch_69c8c8698a388190a47d6636fe5d2bb4 completed March 29, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_69c8c8f3873481908ef6efb2e39272db completed March 29, 2026, 6:38 a.m.
Created at: March 27, 2026, 4:11 p.m.