Triple

T6131549
Position Surface form Disambiguated ID Type / Status
Subject Hume Highway E136729 entity
Predicate hasBypass P12840 FINISHED
Object Goulburn bypass
The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
E571889 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: Goulburn bypass | Statement: [Hume Highway, hasBypass, Goulburn bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goulburn bypass
Context triple: [Hume Highway, hasBypass, Goulburn bypass]
  • A. 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.
  • B. 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.
  • C. South Gippsland Highway
    South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
  • D. Sturt Highway
    Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
  • E. 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.
  • 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: Goulburn bypass
Triple: [Hume Highway, hasBypass, Goulburn bypass]
Generated description
The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goulburn bypass
Target entity description: The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
  • A. 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.
  • B. 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.
  • C. South Gippsland Highway
    South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
  • D. Sturt Highway
    Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
  • E. 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.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4f7ad8819096b09ddd312453fb completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135d75a588190a565026498bcce57 completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c137fb40e881909bdbd776c55a1f51 completed March 23, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69c1387a38788190b8cf2b04e5eeb5e3 completed March 23, 2026, 12:56 p.m.
Created at: March 22, 2026, 4:15 p.m.