Triple

T2842101
Position Surface form Disambiguated ID Type / Status
Subject Murrumbidgee catchment E62491 entity
Predicate containsIrrigationArea P6177 FINISHED
Object Murrumbidgee Irrigation Area
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
E71713 NE FINISHED

How this triple was built (5 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 Area | Statement: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Area
Context triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
  • A. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • B. Murray–Darling Basin
    The Murray–Darling Basin is Australia’s largest and most economically important river system, encompassing extensive agricultural regions and diverse ecosystems across southeastern Australia.
  • C. Murrumbidgee catchment
    The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
  • D. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • E. Murrumbidgee floodplain
    The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
  • 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 Area
Triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
Generated description
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Area
Target entity description: The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
  • A. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • B. Murray–Darling Basin
    The Murray–Darling Basin is Australia’s largest and most economically important river system, encompassing extensive agricultural regions and diverse ecosystems across southeastern Australia.
  • C. Murrumbidgee catchment
    The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
  • D. Riverina region chosen
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • E. Murrumbidgee floodplain
    The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsIrrigationArea
Context triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
  • A. hasIrrigationArea chosen
    Indicates that an entity possesses or is associated with a specific area of land equipped or designated for irrigation.
  • B. hasIrrigation
    Indicates that an entity is equipped with or benefits from an irrigation system supplying water.
  • C. nearIrrigationProject
    Indicates that one entity is located close to or in the vicinity of an irrigation project.
  • D. irrigates
    Indicates that one entity supplies water to another, typically land or crops, for the purpose of supporting growth or maintaining moisture.
  • E. irrigationProjectIn
    Indicates that an irrigation project is located within or implemented in a specified geographic or administrative area.
  • F. None of above.

Provenance (6 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1898748190b031a2bd2091c0c0 completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d22e588190b119e7d9f9c3873a completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afea180cac8190a5f90c4ffa0dd87a completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b0089bdb2881909f9f7fbd60b79e2a completed March 10, 2026, 12:03 p.m.
PD Predicate disambiguation batch_69abdd0e86808190bcefffafbd3cd441 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:01 p.m.