Triple

T14323280
Position Surface form Disambiguated ID Type / Status
Subject Southport–Nerang Road E355145 entity
Predicate partOf P40 FINISHED
Object 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.
 E1093754 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: Gold Coast road network | Statement: [Southport–Nerang Road, partOf, Gold Coast road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gold Coast road network
Context triple: [Southport–Nerang Road, partOf, Gold Coast road network]
  • A. 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.
  • B. Gold Coast Highway
    The Gold Coast Highway is a major coastal arterial road in Queensland, Australia, linking key suburbs and tourist destinations along the Gold Coast.
  • C. Sydney road network
    The Sydney road network is the extensive system of motorways, arterial roads, and local streets that facilitates vehicular transport across the Greater Sydney metropolitan area.
  • D. 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.
  • E. Brisbane urban road network
    The Brisbane urban road network is the interconnected system of major arterial roads, motorways, and local streets that facilitates vehicular movement throughout the Brisbane metropolitan area.
  • 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: Gold Coast road network
Triple: [Southport–Nerang Road, partOf, Gold Coast road network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gold Coast road network
Target entity description: 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.
  • A. 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.
  • B. Gold Coast Highway
    The Gold Coast Highway is a major coastal arterial road in Queensland, Australia, linking key suburbs and tourist destinations along the Gold Coast.
  • C. Sydney road network
    The Sydney road network is the extensive system of motorways, arterial roads, and local streets that facilitates vehicular transport across the Greater Sydney metropolitan area.
  • D. 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.
  • E. Brisbane urban road network
    The Brisbane urban road network is the interconnected system of major arterial roads, motorways, and local streets that facilitates vehicular movement throughout the Brisbane metropolitan area.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883d1de88190a1e2bf2f1b692197 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd468e263c81909d7261bcfd949579 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4811e2808190b559d8348079ae8f completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd48d827488190b4a494d4da64ba51 completed May 8, 2026, 2:22 a.m.
Created at: April 10, 2026, 1:13 a.m.