Triple

T16468679
Position Surface form Disambiguated ID Type / Status
Subject Karumba E400002 entity
Predicate roadAccessVia P9041 FINISHED
Object Karumba Developmental Road
Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
E1216958 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: Karumba Developmental Road | Statement: [Karumba, roadAccessVia, Karumba Developmental Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karumba Developmental Road
Context triple: [Karumba, roadAccessVia, Karumba Developmental Road]
  • A. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • B. 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.
  • 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. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • 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: Karumba Developmental Road
Triple: [Karumba, roadAccessVia, Karumba Developmental Road]
Generated description
Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karumba Developmental Road
Target entity description: Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
  • A. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • B. 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.
  • 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. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dce342081909cad56dc92de13a2 completed April 18, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00581a11e881908681f68c26ee6a05 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a005865b5dc819087b1438a2f148575 completed May 10, 2026, 10:05 a.m.
NED2 Entity disambiguation (via description) batch_6a005900cb1c8190bb05016f3bef0950 completed May 10, 2026, 10:08 a.m.
Created at: April 10, 2026, 5:11 a.m.