Triple

T14299690
Position Surface form Disambiguated ID Type / Status
Subject National Highway network of Australia E354528 entity
Predicate hasPart P35 FINISHED
Object Federal Highway (Australia)
Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
E1092004 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: Federal Highway (Australia) | Statement: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Highway (Australia)
Context triple: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
  • A. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • B. South Western Highway
    South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
  • C. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • 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: Federal Highway (Australia)
Triple: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
Generated description
Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Highway (Australia)
Target entity description: Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
  • A. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • B. South Western Highway
    South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
  • C. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • 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_69fd3d2697648190beade47df424a9e5 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd41335b308190b1d49b214d5206a1 completed May 8, 2026, 1:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd41fcd8b08190802e54e1c18b58e2 completed May 8, 2026, 1:53 a.m.
Created at: April 10, 2026, 1:11 a.m.