Triple

T14591824
Position Surface form Disambiguated ID Type / Status
Subject Somerset Region E342463 entity
Predicate hasTransportRoute P11026 FINISHED
Object Brisbane Valley Highway NE NERFINISHED

How this triple was built (3 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: Brisbane Valley Highway | Statement: [Somerset Region, hasTransportRoute, Brisbane Valley Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brisbane Valley Highway
Context triple: [Somerset Region, hasTransportRoute, Brisbane Valley Highway]
  • 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. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • C. 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.
  • D. 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.
  • E. Midland Highway
    The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brisbane Valley Highway
Target entity description: The Brisbane Valley Highway is a major rural road in South East Queensland, Australia, linking the Ipswich area with towns in the Brisbane Valley and the Somerset Region.
  • 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. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • C. 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.
  • D. 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.
  • E. Midland Highway
    The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
  • F. None of above. chosen

Provenance (2 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
Created at: April 10, 2026, 1:24 a.m.