Triple

T3977788
Position Surface form Disambiguated ID Type / Status
Subject Mid-Western Regional Council area E85684 entity
Predicate hasTransport P1298 FINISHED
Object Great Western Highway (nearby access)
The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
E403411 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: Great Western Highway (nearby access) | Statement: [Mid-Western Regional Council area, hasTransport, Great Western Highway (nearby access)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Western Highway (nearby access)
Context triple: [Mid-Western Regional Council area, hasTransport, Great Western Highway (nearby access)]
  • A. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • B. Mid-Western Highway
    The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Pacific Motorway (nearby access)
    The Pacific Motorway is a major Australian highway that runs along the east coast, linking Sydney with Brisbane and providing high-speed regional and intercity access.
  • E. Stuart Highway at Threeways
    Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in 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: Great Western Highway (nearby access)
Triple: [Mid-Western Regional Council area, hasTransport, Great Western Highway (nearby access)]
Generated description
The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Western Highway (nearby access)
Target entity description: The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
  • A. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • B. Mid-Western Highway
    The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Pacific Motorway (nearby access)
    The Pacific Motorway is a major Australian highway that runs along the east coast, linking Sydney with Brisbane and providing high-speed regional and intercity access.
  • E. Stuart Highway at Threeways
    Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in 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_69aed93908348190a26c8aaf4fab3e86 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9b9cdd08190b193735367b0b3cf completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5401dd24481908d143a9da6786757 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b5417d951c8190974f8449dd643eab completed March 14, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69b5421a2fd4819094e82aec70837aeb completed March 14, 2026, 11:10 a.m.
Created at: March 9, 2026, 3:33 p.m.