Triple

T7365665
Position Surface form Disambiguated ID Type / Status
Subject Buronga E169862 entity
Predicate economicRegion P9956 FINISHED
Object Mildura–Buronga cross-border urban area
The Mildura–Buronga cross-border urban area is a bi-state regional conurbation spanning the Murray River between Mildura in Victoria and Buronga in New South Wales, Australia, functioning as an integrated economic and service hub for the surrounding rural region.
E661077 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: Mildura–Buronga cross-border urban area | Statement: [Buronga, economicRegion, Mildura–Buronga cross-border urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mildura–Buronga cross-border urban area
Context triple: [Buronga, economicRegion, Mildura–Buronga cross-border urban area]
  • A. Albury–Wodonga cross-border region
    The Albury–Wodonga cross-border region is a bi-city area spanning the New South Wales–Victoria border in southeastern Australia, centered on the twin cities of Albury and Wodonga along the Murray River.
  • B. Echuca–Moama urban area
    The Echuca–Moama urban area is a cross-border regional community spanning the twin towns of Echuca in Victoria and Moama in New South Wales along the Murray River in Australia.
  • C. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • D. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • E. Rural City of Mildura
    The Rural City of Mildura is a local government area in northwestern Victoria, Australia, centered on the regional city of Mildura and encompassing surrounding rural communities along the Murray River.
  • 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: Mildura–Buronga cross-border urban area
Triple: [Buronga, economicRegion, Mildura–Buronga cross-border urban area]
Generated description
The Mildura–Buronga cross-border urban area is a bi-state regional conurbation spanning the Murray River between Mildura in Victoria and Buronga in New South Wales, Australia, functioning as an integrated economic and service hub for the surrounding rural region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mildura–Buronga cross-border urban area
Target entity description: The Mildura–Buronga cross-border urban area is a bi-state regional conurbation spanning the Murray River between Mildura in Victoria and Buronga in New South Wales, Australia, functioning as an integrated economic and service hub for the surrounding rural region.
  • A. Albury–Wodonga cross-border region
    The Albury–Wodonga cross-border region is a bi-city area spanning the New South Wales–Victoria border in southeastern Australia, centered on the twin cities of Albury and Wodonga along the Murray River.
  • B. Echuca–Moama urban area
    The Echuca–Moama urban area is a cross-border regional community spanning the twin towns of Echuca in Victoria and Moama in New South Wales along the Murray River in Australia.
  • C. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • D. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • E. Rural City of Mildura
    The Rural City of Mildura is a local government area in northwestern Victoria, Australia, centered on the regional city of Mildura and encompassing surrounding rural communities along the Murray River.
  • 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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f163038481909dedbffb4ae7f860 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810d9717c819099122cd64f9268fc completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811765fd0819095d0a3cac19ae7b8 completed March 28, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69c811cb77408190acf7cf837837b912 completed March 28, 2026, 5:37 p.m.
Created at: March 27, 2026, 3:06 p.m.