Triple

T8401411
Position Surface form Disambiguated ID Type / Status
Subject Edward River E198379 entity
Predicate associatedWith P37 FINISHED
Object Deniliquin irrigation area
The Deniliquin irrigation area is an agricultural district in southern New South Wales, Australia, known for its extensive irrigated farming supported by water from the Edward River.
 E730719 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: Deniliquin irrigation area | Statement: [Edward River, associatedWith, Deniliquin irrigation area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deniliquin irrigation area
Context triple: [Edward River, associatedWith, Deniliquin irrigation area]
  • A. 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.
  • B. 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.
  • C. Menindee Lakes
    Menindee Lakes is a large chain of shallow, man-made and natural lakes in far western New South Wales, Australia, known for water storage, irrigation, and as a key habitat for birdlife.
  • D. Blowering Dam
    Blowering Dam is a major rockfill embankment dam on the Tumut River in New South Wales, Australia, forming Blowering Reservoir and playing a key role in hydroelectric power generation, irrigation, and flood mitigation within the Murrumbidgee catchment.
  • 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: Deniliquin irrigation area
Triple: [Edward River, associatedWith, Deniliquin irrigation area]
Generated description
The Deniliquin irrigation area is an agricultural district in southern New South Wales, Australia, known for its extensive irrigated farming supported by water from the Edward River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deniliquin irrigation area
Target entity description: The Deniliquin irrigation area is an agricultural district in southern New South Wales, Australia, known for its extensive irrigated farming supported by water from the Edward River.
  • A. 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.
  • B. 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.
  • C. Menindee Lakes
    Menindee Lakes is a large chain of shallow, man-made and natural lakes in far western New South Wales, Australia, known for water storage, irrigation, and as a key habitat for birdlife.
  • D. Blowering Dam
    Blowering Dam is a major rockfill embankment dam on the Tumut River in New South Wales, Australia, forming Blowering Reservoir and playing a key role in hydroelectric power generation, irrigation, and flood mitigation within the Murrumbidgee catchment.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb824da3148190bfa3a1abfdfa02de completed March 31, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde8789a608190a3503f544a19d204 completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.