Triple

T20949068
Position Surface form Disambiguated ID Type / Status
Subject National Highway A87 E515929 entity
Predicate highwaySystem P1019 FINISHED
Object Australian National Highway
The Australian National Highway is a federally funded network of major intercity and interstate roads that links the capital cities and key regions across Australia.
E1458742 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: Australian National Highway | Statement: [National Highway A87, highwaySystem, Australian National Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian National Highway
Context triple: [National Highway A87, highwaySystem, Australian National Highway]
  • A. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • B. Sunshine Motorway
    Sunshine Motorway is a major arterial road on Queensland’s Sunshine Coast that connects coastal suburbs and key destinations, helping to relieve congestion on local streets.
  • C. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • D. Tasman Highway
    The Tasman Highway is a major road in Tasmania, Australia, that connects the capital city Hobart with the island’s east coast and northeastern regions.
  • E. Great Northern Highway
    Great Northern Highway is a major Western Australian highway that runs through the Pilbara region, linking coastal towns like Port Hedland with inland and northern communities.
  • 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: Australian National Highway
Triple: [National Highway A87, highwaySystem, Australian National Highway]
Generated description
The Australian National Highway is a federally funded network of major intercity and interstate roads that links the capital cities and key regions across Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian National Highway
Target entity description: The Australian National Highway is a federally funded network of major intercity and interstate roads that links the capital cities and key regions across Australia.
  • A. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • B. Sunshine Motorway
    Sunshine Motorway is a major arterial road on Queensland’s Sunshine Coast that connects coastal suburbs and key destinations, helping to relieve congestion on local streets.
  • C. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • D. Tasman Highway
    The Tasman Highway is a major road in Tasmania, Australia, that connects the capital city Hobart with the island’s east coast and northeastern regions.
  • E. Great Northern Highway
    Great Northern Highway is a major Western Australian highway that runs through the Pilbara region, linking coastal towns like Port Hedland with inland and northern communities.
  • 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_69e0b4fcd678819087a304291f14330a completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fadc08148190b4ff710f94462a26 completed April 21, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09278e12888190bbf727d1d8f90a4f completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a092819af008190bc51cd6367d7542a completed May 17, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a092896b75881909d5145ccaef0cd7e completed May 17, 2026, 2:31 a.m.
Created at: April 16, 2026, 1:15 p.m.