Triple

T15210201
Position Surface form Disambiguated ID Type / Status
Subject Nicklin Way E363493 entity
Predicate partOf P40 FINISHED
Object Sunshine Coast road network
The Sunshine Coast road network is the interconnected system of major highways, arterial roads, and local streets that supports transport and access across Queensland’s Sunshine Coast region.
E1039226 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: Sunshine Coast road network | Statement: [Nicklin Way, partOf, Sunshine Coast road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast road network
Context triple: [Nicklin Way, partOf, Sunshine Coast road network]
  • A. Gold Coast road network
    The Gold Coast road network is an interconnected system of highways, arterial roads, and local streets that supports transport and access across the coastal city of Gold Coast in Queensland, Australia.
  • B. Queensland road network
    The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
  • C. Pacific Motorway
    The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
  • D. Nambour Connection Road
    Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
  • E. Brisbane–Gold Coast transport corridor
    The Brisbane–Gold Coast transport corridor is a major urban and intercity transport axis in South East Queensland, Australia, linking Brisbane with the Gold Coast via road and rail infrastructure.
  • 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: Sunshine Coast road network
Triple: [Nicklin Way, partOf, Sunshine Coast road network]
Generated description
The Sunshine Coast road network is the interconnected system of major highways, arterial roads, and local streets that supports transport and access across Queensland’s Sunshine Coast region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast road network
Target entity description: The Sunshine Coast road network is the interconnected system of major highways, arterial roads, and local streets that supports transport and access across Queensland’s Sunshine Coast region.
  • A. Gold Coast road network
    The Gold Coast road network is an interconnected system of highways, arterial roads, and local streets that supports transport and access across the coastal city of Gold Coast in Queensland, Australia.
  • B. Queensland road network
    The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
  • C. Pacific Motorway
    The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
  • D. Nambour Connection Road chosen
    Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
  • E. Brisbane–Gold Coast transport corridor
    The Brisbane–Gold Coast transport corridor is a major urban and intercity transport axis in South East Queensland, Australia, linking Brisbane with the Gold Coast via road and rail infrastructure.
  • F. None of above.

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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076ad4ec81908d36f541fca08d72 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed33f9abc8190bf8166c1fd9fcac6 completed May 9, 2026, 6:25 a.m.
NEDg Description generation batch_69fed7b95124819097783740d9990e75 completed May 9, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69fed84f6a888190afd2d0cf2ba9d3a2 completed May 9, 2026, 6:46 a.m.
Created at: April 10, 2026, 3:11 a.m.