Triple

T5917868
Position Surface form Disambiguated ID Type / Status
Subject National Highway network E131625 entity
Predicate partOf P40 FINISHED
Object Australian road network
The Australian road network is the nationwide system of interconnected highways, arterial roads, and local streets that supports the country’s passenger and freight transport across urban, regional, and remote areas.
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: Australian road network | Statement: [National Highway network, partOf, Australian road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian road network
Context triple: [National Highway network, partOf, Australian road network]
  • A. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Australian rail network
    The Australian rail network is the nationwide system of interconnected railway lines and services that supports passenger and freight transport across Australia’s major cities, regions, and remote areas.
  • 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 road network
Triple: [National Highway network, partOf, Australian road network]
Generated description
The Australian road network is the nationwide system of interconnected highways, arterial roads, and local streets that supports the country’s passenger and freight transport across urban, regional, and remote areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian road network
Target entity description: The Australian road network is the nationwide system of interconnected highways, arterial roads, and local streets that supports the country’s passenger and freight transport across urban, regional, and remote areas.
  • A. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • B. National Highway network of Australia chosen
    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.
  • C. 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.
  • D. 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.
  • E. Australian rail network
    The Australian rail network is the nationwide system of interconnected railway lines and services that supports passenger and freight transport across Australia’s major cities, regions, and remote areas.
  • F. None of above.

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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037feb9d8819089bf68e3a4a53534 completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c033d59481909495192af85307b7 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1bf78908190933360b1099b1444 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c240c3ac8190895c621c3d326bfd completed March 23, 2026, 4:32 a.m.
Created at: March 22, 2026, 3:59 p.m.