Triple

T14299632
Position Surface form Disambiguated ID Type / Status
Subject Landsborough E354527 entity
Predicate roadAccessVia P9041 FINISHED
Object Landsborough–Maleny Road
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
E1136589 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: Landsborough–Maleny Road | Statement: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Landsborough–Maleny Road
Context triple: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
  • A. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • B. Bundall Road
    Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
  • C. Noosa–Cooroy Road
    Noosa–Cooroy Road is a regional arterial road in Queensland, Australia, linking the coastal Noosa area with the inland town of Cooroy and the surrounding hinterland.
  • D. Nambour Connection Road
    Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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: Landsborough–Maleny Road
Triple: [Landsborough, roadAccessVia, Landsborough–Maleny Road]
Generated description
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Landsborough–Maleny Road
Target entity description: Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
  • A. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • B. Bundall Road
    Bundall Road is a major arterial roadway in the suburb of Bundall on Queensland’s Gold Coast, serving as a key route for local and through traffic.
  • C. Noosa–Cooroy Road
    Noosa–Cooroy Road is a regional arterial road in Queensland, Australia, linking the coastal Noosa area with the inland town of Cooroy and the surrounding hinterland.
  • D. Nambour Connection Road
    Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717e246c819083e67ac2b3b77881 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69feadf7fee48190bf58a1b4a603217e completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feaeae7d3c8190b0d3f8447b597f6d completed May 9, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69feaf3d6fb88190a9e7db01be53db2a completed May 9, 2026, 3:51 a.m.
Created at: April 10, 2026, 1:11 a.m.