Triple

T7310949
Position Surface form Disambiguated ID Type / Status
Subject Hume region E168087 entity
Predicate containsHighway P385 FINISHED
Object Murray Valley Highway E174739 NE FINISHED

How this triple was built (2 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: Murray Valley Highway | Statement: [Hume region, containsHighway, Murray Valley Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray Valley Highway
Context triple: [Hume region, containsHighway, Murray Valley Highway]
  • A. Murray Valley Highway chosen
    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. Cunningham Highway
    The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebff866081909916796d1b72aee8 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8342f2d40819083bbca74b47b7dff completed March 28, 2026, 8:03 p.m.
Created at: March 27, 2026, 3:02 p.m.