Triple

T14299687
Position Surface form Disambiguated ID Type / Status
Subject National Highway network of Australia E354528 entity
Predicate hasPart P35 FINISHED
Object Western Highway (Victoria)
Western Highway (Victoria) is a major arterial road in the Australian state of Victoria that links Melbourne with western regional centers and forms part of the primary interstate route to South Australia.
E1092003 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: Western Highway (Victoria) | Statement: [National Highway network of Australia, hasPart, Western Highway (Victoria)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Highway (Victoria)
Context triple: [National Highway network of Australia, hasPart, Western Highway (Victoria)]
  • A. Mallee Highway
    The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
  • B. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • C. 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.
  • D. Wimmera Highway
    Wimmera Highway is a rural arterial road in western Victoria, Australia, connecting the city of Horsham with other regional towns across the Wimmera region.
  • E. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important 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: Western Highway (Victoria)
Triple: [National Highway network of Australia, hasPart, Western Highway (Victoria)]
Generated description
Western Highway (Victoria) is a major arterial road in the Australian state of Victoria that links Melbourne with western regional centers and forms part of the primary interstate route to South Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Highway (Victoria)
Target entity description: Western Highway (Victoria) is a major arterial road in the Australian state of Victoria that links Melbourne with western regional centers and forms part of the primary interstate route to South Australia.
  • A. Mallee Highway
    The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
  • B. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • C. 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.
  • D. Wimmera Highway
    Wimmera Highway is a rural arterial road in western Victoria, Australia, connecting the city of Horsham with other regional towns across the Wimmera region.
  • E. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important 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_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.