Triple

T3375541
Position Surface form Disambiguated ID Type / Status
Subject New England Highway E71057 entity
Predicate hasJunctionWith P1018 FINISHED
Object Gwydir Highway
Gwydir Highway is a major rural road in New South Wales, Australia, linking the Northern Tablelands with the state’s northern inland and western regions.
E429853 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: Gwydir Highway | Statement: [New England Highway, hasJunctionWith, Gwydir Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gwydir Highway
Context triple: [New England Highway, hasJunctionWith, Gwydir Highway]
  • A. 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.
  • B. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • 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. 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.
  • E. 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.
  • 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: Gwydir Highway
Triple: [New England Highway, hasJunctionWith, Gwydir Highway]
Generated description
Gwydir Highway is a major rural road in New South Wales, Australia, linking the Northern Tablelands with the state’s northern inland and western regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gwydir Highway
Target entity description: Gwydir Highway is a major rural road in New South Wales, Australia, linking the Northern Tablelands with the state’s northern inland and western regions.
  • A. 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.
  • B. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • 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. 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.
  • E. 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.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2e5fc6c81909ff582611751096d completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c6da6620819099f537bd8aded2bf completed March 14, 2026, 8:36 p.m.
NEDg Description generation batch_69b5caa796648190972a1d652e30c9a0 completed March 14, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69b5cb11ef74819095421a79a5ac929e completed March 14, 2026, 8:54 p.m.
Created at: March 8, 2026, 3:13 p.m.