Triple

T5942049
Position Surface form Disambiguated ID Type / Status
Subject Murrumbidgee Shire E132187 entity
Predicate hasLocalGovernmentRegion P41452 FINISHED
Object 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.
E557056 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: Riverina Joint Organisation | Statement: [Murrumbidgee Shire, hasLocalGovernmentRegion, Riverina Joint Organisation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riverina Joint Organisation
Context triple: [Murrumbidgee Shire, hasLocalGovernmentRegion, Riverina Joint Organisation]
  • 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. Manildra
    Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
  • C. Murray River Council
    Murray River Council is a local government area in the Riverina region of New South Wales, Australia, encompassing several rural communities and towns along the Murray River.
  • D. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • E. 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.
  • 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: Riverina Joint Organisation
Triple: [Murrumbidgee Shire, hasLocalGovernmentRegion, Riverina Joint Organisation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riverina Joint Organisation
Target entity description: 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.
  • 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. Manildra
    Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
  • C. Murray River Council
    Murray River Council is a local government area in the Riverina region of New South Wales, Australia, encompassing several rural communities and towns along the Murray River.
  • D. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLocalGovernmentRegion
Context triple: [Murrumbidgee Shire, hasLocalGovernmentRegion, Riverina Joint Organisation]
  • A. hasLocalGovernmentJurisdictionOver
    Indicates that one governmental body possesses official authority to administer, regulate, and make binding decisions over a specific geographic area or population.
  • B. hasLocalGovernmentBody
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • C. hasLocalGovernmentAreas chosen
    Indicates that an entity is administratively divided into, or associated with, one or more local government areas.
  • D. hasLocalGovernmentCommunity
    Indicates that one entity possesses or is associated with a community-level local government authority responsible for administering that area.
  • E. hasLocalGovernmentOffice
    Indicates that a local government office is present or established within a specified location or jurisdiction.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03ee10b308190afe38b904ae7c5f7 completed March 22, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c07f9ab081909fe7727837fa7f7a completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c1bf78908190933360b1099b1444 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c240c3ac8190895c621c3d326bfd completed March 23, 2026, 4:32 a.m.
PD Predicate disambiguation batch_69c0335806788190b6488ca8b73f7a63 completed March 22, 2026, 6:22 p.m.
Created at: March 22, 2026, 4:01 p.m.