Goulburn Valley Highway
E664682
Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Goulburn Valley Highway canonical | 7 |
How this entity was disambiguated
This entity first appeared as the object of triple T7310948 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn Valley Highway Context triple: [Hume region, containsHighway, Goulburn Valley Highway]
-
A.
South Gippsland Highway
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
D.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
E.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
- 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: Goulburn Valley Highway Target entity description: Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
-
A.
South Gippsland Highway
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
D.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
E.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
- F. None of above. chosen
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
highway
ⓘ
road in Victoria ⓘ rural highway ⓘ |
| category |
Australian national highways
ⓘ
Highways in Victoria, Australia ⓘ |
| connectsTo |
Echuca
ⓘ
Eildon ⓘ Euroa ⓘ Goulburn Valley region ⓘ
linked to:
Goulburn Valley
Melbourne ⓘ Mooroopna ⓘ Murchison ⓘ Nagambie ⓘ Seymour ⓘ Shepparton ⓘ Strathmerton ⓘ Yea ⓘ |
| country | Australia ⓘ |
| followsRiver | Goulburn River ⓘ |
| formerRouteNumber |
National Highway 39
ⓘ
State Route 91 ⓘ |
| formsPartOf |
inland route between Melbourne and Brisbane
ⓘ
inland route to Queensland ⓘ |
| hasBypass |
Nagambie bypass
ⓘ
Shepparton bypass (partly constructed and planned) ⓘ |
| hasJunctionWith |
Goulburn Valley Freeway
ⓘ
Hume Freeway ⓘ Midland Highway ⓘ Murray Valley Highway ⓘ |
| isPartOfCorridor | Melbourne–Brisbane inland freight corridor ⓘ |
| locatedIn |
Victoria, Australia
ⓘ
linked to:
Victoria (Australia)
|
| maintainedBy | VicRoads ⓘ |
| majorFunction |
forms part of inland freight route between Melbourne and Queensland
ⓘ
links Melbourne to the Goulburn Valley agricultural region ⓘ |
| openedAs | progressively constructed and upgraded over 20th century ⓘ |
| partOf | National Highway network of Australia ⓘ |
| passesThrough |
Campaspe Shire
ⓘ
Greater Shepparton local government area ⓘ
linked to:
Greater Shepparton City Council
Moira Shire ⓘ Seymour local government area ⓘ Strathbogie Shire ⓘ |
| regionServed |
Goulburn Valley
ⓘ
Hume region of Victoria ⓘ
linked to:
Hume region
|
| roadType |
dual carriageway in some sections
ⓘ
single carriageway in some sections ⓘ |
| routeNumber | A39 ⓘ |
| servesIndustry |
dairy industry in Goulburn Valley
ⓘ
fruit growing in Goulburn Valley ⓘ horticulture in Goulburn Valley ⓘ |
| state | Victoria ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Goulburn Valley Highway Description of subject: Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
Referenced by (7)
Full triples — surface form annotated when it differs from this entity's canonical label.