Triple

T14448361
Position Surface form Disambiguated ID Type / Status
Subject Brisbane–Darling Downs freight route E358263 entity
Predicate hasConnectionWith P845 FINISHED
Object 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.
E1099671 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: Queensland road network | Statement: [Brisbane–Darling Downs freight route, hasConnectionWith, Queensland road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland road network
Context triple: [Brisbane–Darling Downs freight route, hasConnectionWith, Queensland road network]
  • A. New South Wales state highway network
    The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
  • B. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • C. National Highway network of Australia
    The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
  • D. 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.
  • E. 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.
  • 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: Queensland road network
Triple: [Brisbane–Darling Downs freight route, hasConnectionWith, Queensland road network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland road network
Target entity description: 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.
  • A. New South Wales state highway network
    The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
  • B. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • C. National Highway network of Australia
    The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
  • D. 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.
  • E. 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.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9160126c8190a2862a1a3dde1aff completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:19 a.m.