Triple

T3415741
Position Surface form Disambiguated ID Type / Status
Subject Bruce Highway E72003 entity
Predicate partOf P40 FINISHED
Object National Highway network of Australia
The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
 E354528 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: National Highway network of Australia | Statement: [Bruce Highway, partOf, National Highway network of Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway network of Australia
Context triple: [Bruce Highway, partOf, National Highway network of Australia]
  • A. New South Wales state highway network
    The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
  • B. E-road network
    The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
  • 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. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • E. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • 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: National Highway network of Australia
Triple: [Bruce Highway, partOf, National Highway network of Australia]
Generated description
The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway network of Australia
Target entity description: The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
  • A. New South Wales state highway network
    The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
  • B. E-road network
    The E-road network is an international system of numbered roads that links major cities and regions across Europe, overlaying national highways to create a coordinated transcontinental route network.
  • 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. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • E. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • 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_69b34be316a88190a15cb1e9f31b57d0 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4a1db88190b30362f4147754dc completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34ebb55bc81909eabf629b688714e completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:15 p.m.