Triple
T20548559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sydney–Perth corridor (via Adelaide) |
E504538
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Australian national freight network |
—
|
NE NERFINISHED |
How this triple was built (3 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 freight network | Statement: [Sydney–Perth corridor (via Adelaide), partOf, Australian national freight network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian national freight network Context triple: [Sydney–Perth corridor (via Adelaide), partOf, Australian national freight network]
-
A.
Queensland freight network
The Queensland freight network is an integrated system of rail and road corridors across Queensland that supports the movement of goods between key regional, agricultural, and urban centers, including major routes such as the Brisbane–Darling Downs freight corridor.
-
B.
Perth road freight network
The Perth road freight network is the system of major highways and arterial roads that facilitates the movement of heavy vehicles and commercial goods across the Perth metropolitan region and its connections to regional and interstate routes.
-
C.
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.
-
D.
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.
-
E.
Murray–Riverina transport corridor
The Murray–Riverina transport corridor is a key regional freight and transport route in southeastern Australia linking the Murray River region with the Riverina and broader New South Wales and Victorian networks.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian national freight network Target entity description: The Australian national freight network is the integrated system of major rail and road freight routes that connect key cities and regions across Australia to support long-distance cargo transport and economic activity.
-
A.
Queensland freight network
The Queensland freight network is an integrated system of rail and road corridors across Queensland that supports the movement of goods between key regional, agricultural, and urban centers, including major routes such as the Brisbane–Darling Downs freight corridor.
-
B.
Perth road freight network
The Perth road freight network is the system of major highways and arterial roads that facilitates the movement of heavy vehicles and commercial goods across the Perth metropolitan region and its connections to regional and interstate routes.
-
C.
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.
-
D.
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.
-
E.
Murray–Riverina transport corridor
The Murray–Riverina transport corridor is a key regional freight and transport route in southeastern Australia linking the Murray River region with the Riverina and broader New South Wales and Victorian networks.
- F. None of above. chosen
Provenance (2 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_69e0b4b52c048190952b4d0f430813a3 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a5d56060819090f0e2f2f9957982 |
completed | April 20, 2026, 10:16 p.m. |
Created at: April 16, 2026, 11:38 a.m.