Triple

T6131552
Position Surface form Disambiguated ID Type / Status
Subject Hume Highway E136729 entity
Predicate hasBypass P12840 FINISHED
Object Albury–Wodonga bypass
The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
E573831 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: Albury–Wodonga bypass | Statement: [Hume Highway, hasBypass, Albury–Wodonga bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Albury–Wodonga bypass
Context triple: [Hume Highway, hasBypass, Albury–Wodonga 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. 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.
  • C. 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.
  • D. 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.
  • E. Monash Freeway
    Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
  • 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: Albury–Wodonga bypass
Triple: [Hume Highway, hasBypass, Albury–Wodonga bypass]
Generated description
The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Albury–Wodonga bypass
Target entity description: The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Monash Freeway
    Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
  • 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_69c1416e8fa8819092bf830cbaa56647 completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c1435517148190a35a7e4881399c8a completed March 23, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_69c143b76bc4819096c36024e72c8df2 completed March 23, 2026, 1:44 p.m.
Created at: March 22, 2026, 4:15 p.m.