Triple

T22364999
Position Surface form Disambiguated ID Type / Status
Subject Maryborough, Victoria, Australia E552880 entity
Predicate railwayLine P848 FINISHED
Object Mildura line
The Mildura line is a regional railway in Victoria, Australia, connecting Melbourne with the northwestern city of Mildura and serving numerous rural communities along its route.
E1532244 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 line | Statement: [Maryborough, Victoria, Australia, railwayLine, Mildura line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mildura line
Context triple: [Maryborough, Victoria, Australia, railwayLine, Mildura line]
  • A. Swan Hill line
    The Swan Hill line is a regional railway corridor in Victoria, Australia, providing passenger and freight services between Melbourne and the town of Swan Hill.
  • B. Mount Isa railway line
    The Mount Isa railway line is a major rail route in Queensland, Australia, linking the mineral-rich inland city of Mount Isa with the coastal port city of Townsville to support freight and mining transport.
  • C. Beenleigh line
    The Beenleigh line is a suburban railway corridor in Brisbane, Queensland, connecting the city’s inner stations with the southern suburbs and the town of Beenleigh.
  • D. Deniliquin railway line
    The Deniliquin railway line is a regional rail route in New South Wales, Australia, that connects the town of Deniliquin to the broader rail network, primarily serving freight and local transport needs.
  • E. Flinders railway line
    The Flinders railway line is a suburban rail corridor in Adelaide, South Australia, serving the southern suburbs and terminating near Flinders University and Flinders Medical Centre.
  • 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 line
Triple: [Maryborough, Victoria, Australia, railwayLine, Mildura line]
Generated description
The Mildura line is a regional railway in Victoria, Australia, connecting Melbourne with the northwestern city of Mildura and serving numerous rural communities along its route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mildura line
Target entity description: The Mildura line is a regional railway in Victoria, Australia, connecting Melbourne with the northwestern city of Mildura and serving numerous rural communities along its route.
  • A. Swan Hill line
    The Swan Hill line is a regional railway corridor in Victoria, Australia, providing passenger and freight services between Melbourne and the town of Swan Hill.
  • B. Mount Isa railway line
    The Mount Isa railway line is a major rail route in Queensland, Australia, linking the mineral-rich inland city of Mount Isa with the coastal port city of Townsville to support freight and mining transport.
  • C. Beenleigh line
    The Beenleigh line is a suburban railway corridor in Brisbane, Queensland, connecting the city’s inner stations with the southern suburbs and the town of Beenleigh.
  • D. Deniliquin railway line
    The Deniliquin railway line is a regional rail route in New South Wales, Australia, that connects the town of Deniliquin to the broader rail network, primarily serving freight and local transport needs.
  • E. Flinders railway line
    The Flinders railway line is a suburban rail corridor in Adelaide, South Australia, serving the southern suburbs and terminating near Flinders University and Flinders Medical Centre.
  • 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_69e11e4affcc8190ba7c27d29062558d completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157ffba088190ae455508eb6c2a9c completed April 29, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae065f01481909ddf2c27e2b471bf completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae16a8bcc8190852dd17f9c780123 completed May 18, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae1e16fac8190b0b56d00a87d173f completed May 18, 2026, 9:54 a.m.
Created at: April 16, 2026, 8:44 p.m.