Triple

T15240265
Position Surface form Disambiguated ID Type / Status
Subject National Route 54 E364235 entity
Predicate partOf P40 FINISHED
Object Australian National Route network
The Australian National Route network is a nationwide system of numbered highways that forms the backbone of long-distance road travel across Australia.
E1145023 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 Route network | Statement: [National Route 54, partOf, Australian National Route network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian National Route network
Context triple: [National Route 54, partOf, Australian National Route network]
  • A. 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.
  • B. Queensland road network
    The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Route network
Triple: [National Route 54, partOf, Australian National Route network]
Generated description
The Australian National Route network is a nationwide system of numbered highways that forms the backbone of long-distance road travel across Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian National Route network
Target entity description: The Australian National Route network is a nationwide system of numbered highways that forms the backbone of long-distance road travel across Australia.
  • A. 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.
  • B. Queensland road network
    The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007db9a148190aadea8d5f8b6b261 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd41b7c48190917385c6c61370b2 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf49f1c88190857cb1555e98c97e completed May 9, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69fee06a90448190b7733aa5ee8a5d62 completed May 9, 2026, 7:21 a.m.
Created at: April 10, 2026, 3:13 a.m.