Triple

T3415767
Position Surface form Disambiguated ID Type / Status
Subject Bruce Highway E72003 entity
Predicate hasBypass P12840 FINISHED
Object Gympie Bypass
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
E445440 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: Gympie Bypass | Statement: [Bruce Highway, hasBypass, Gympie Bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gympie Bypass
Context triple: [Bruce Highway, hasBypass, Gympie Bypass]
  • A. Caboolture Bypass
    Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
  • B. 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.
  • C. Ipswich Motorway
    The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter route.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Gateway Motorway
    Gateway Motorway is a major arterial toll road in Brisbane, Queensland, that forms part of the city’s key bypass and airport access 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: Gympie Bypass
Triple: [Bruce Highway, hasBypass, Gympie Bypass]
Generated description
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gympie Bypass
Target entity description: The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
  • A. Caboolture Bypass
    Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
  • B. 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.
  • C. Ipswich Motorway
    The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter route.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Gateway Motorway
    Gateway Motorway is a major arterial toll road in Brisbane, Queensland, that forms part of the city’s key bypass and airport access 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92ae6148190958d6bb735258cab completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69badb12b7488190bcd0be87b6278876 completed March 18, 2026, 5:04 p.m.
NEDg Description generation batch_69bb150a7ddc819099c60c3a55fd501a completed March 18, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69bb161656208190bbb99a48d6929fa2 completed March 18, 2026, 9:16 p.m.
Created at: March 8, 2026, 3:15 p.m.