Triple

T16929666
Position Surface form Disambiguated ID Type / Status
Subject Mackay Ring Road E410670 entity
Predicate connectsTo P845 FINISHED
Object Mackay–Hinterland road network
The Mackay–Hinterland road network is a system of regional roads linking the coastal city of Mackay in Queensland, Australia, with its surrounding inland and hinterland areas to support local transport, industry, and access.
E1241425 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: Mackay–Hinterland road network | Statement: [Mackay Ring Road, connectsTo, Mackay–Hinterland road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mackay–Hinterland road network
Context triple: [Mackay Ring Road, connectsTo, Mackay–Hinterland road network]
  • A. Sydney–Brisbane inland route
    The Sydney–Brisbane inland route is a major Australian intercity transport corridor that provides an alternative, more inland connection between Sydney and Brisbane to the coastal Pacific Highway.
  • B. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • C. Yorke Highway
    Yorke Highway is a major arterial road on South Australia's Yorke Peninsula that links coastal and inland towns to the broader state road network.
  • D. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • E. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • 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: Mackay–Hinterland road network
Triple: [Mackay Ring Road, connectsTo, Mackay–Hinterland road network]
Generated description
The Mackay–Hinterland road network is a system of regional roads linking the coastal city of Mackay in Queensland, Australia, with its surrounding inland and hinterland areas to support local transport, industry, and access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mackay–Hinterland road network
Target entity description: The Mackay–Hinterland road network is a system of regional roads linking the coastal city of Mackay in Queensland, Australia, with its surrounding inland and hinterland areas to support local transport, industry, and access.
  • A. Sydney–Brisbane inland route
    The Sydney–Brisbane inland route is a major Australian intercity transport corridor that provides an alternative, more inland connection between Sydney and Brisbane to the coastal Pacific Highway.
  • B. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • C. Yorke Highway
    Yorke Highway is a major arterial road on South Australia's Yorke Peninsula that links coastal and inland towns to the broader state road network.
  • D. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • E. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf23873c8190bdc9121d6c3850e2 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfdeb7a88190aac21a8645607dc8 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.