Triple

T3256428
Position Surface form Disambiguated ID Type / Status
Subject North West Slopes E68306 entity
Predicate transportCorridor P3034 FINISHED
Object 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.
E391354 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: Kamilaroi Highway | Statement: [North West Slopes, transportCorridor, Kamilaroi Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kamilaroi Highway
Context triple: [North West Slopes, transportCorridor, Kamilaroi Highway]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • E. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • 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: Kamilaroi Highway
Triple: [North West Slopes, transportCorridor, Kamilaroi Highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kamilaroi Highway
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • E. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf68b280819087c302d454490c03 completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fae497588190b8f4d23d2925ad9b completed March 14, 2026, 6:06 a.m.
NEDg Description generation batch_69b4fbc972ec81908fb0d53e851236c4 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffd256c08190a0cfee3bd0dafda3 completed March 14, 2026, 6:27 a.m.
Created at: March 8, 2026, 3:09 p.m.