Swan Hill
E33031
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Swan Hill canonical | 18 |
| Rural City of Swan Hill | 3 |
| Swan Hill, Victoria | 2 |
| Swan Hill (former district) | 1 |
| Swan Hill (nearby regional centre) | 1 |
| Swan Hill District Health | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T237387 — 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: Swan Hill Context triple: [Murray River (part), hasMajorTownOnBanks, Swan Hill]
-
A.
Deniliquin
Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
-
B.
Rockhampton
Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
-
C.
Albury
Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
-
D.
Wagga Wagga
Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
-
E.
Mount Isa
Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
- 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: Swan Hill Target entity description: Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
A.
Deniliquin
Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
-
B.
Rockhampton
Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
-
C.
Albury
Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
-
D.
Wagga Wagga
Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
-
E.
Mount Isa
Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
locality
ⓘ
regional city ⓘ |
| country | Australia ⓘ |
| daylightSavingTimezone | AEDT ⓘ |
| directionFromMelbourne | north-west ⓘ |
| distanceToMelbourne | approximately 340 km ⓘ |
| economicActivity |
food processing
ⓘ
retail services ⓘ tourism ⓘ |
| hasAttraction |
Murray River recreational activities
ⓘ
Swan Hill Pioneer Settlement ⓘ fishing ⓘ historic river port precinct ⓘ river cruises ⓘ water sports ⓘ |
| hasClimate | semi-arid ⓘ |
| hasEvent |
agricultural shows
ⓘ
food and wine festivals ⓘ |
| hasFacility |
Swan Hill District Health
ⓘ
linked to:
Swan Hill
Swan Hill railway station ⓘ TAFE campus ⓘ primary schools ⓘ secondary schools ⓘ |
| hasSport |
Australian rules football
ⓘ
linked to:
AFL
cricket ⓘ golf ⓘ lawn bowls ⓘ |
| isSeatOf |
Rural City of Swan Hill
ⓘ
linked to:
Swan Hill
|
| knownFor |
Murray River tourism
ⓘ
agriculture ⓘ historic river port ⓘ tourism ⓘ |
| localGovernmentArea |
Rural City of Swan Hill
ⓘ
linked to:
Swan Hill
|
| locatedIn |
Mallee region
ⓘ
Rural City of Swan Hill ⓘ
linked to:
Swan Hill
north-west Victoria ⓘ |
| locatedOnRiver | Murray River ⓘ |
| primaryIndustry |
grain production
ⓘ
horticulture ⓘ irrigated agriculture ⓘ livestock farming ⓘ viticulture ⓘ |
| region | north-western Victoria ⓘ |
| riverSystem | Murray–Darling Basin ⓘ |
| state | Victoria ⓘ |
| timezone | AEST ⓘ |
| transport |
Murray Valley Highway
ⓘ
Swan Hill railway line terminus ⓘ |
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: Swan Hill Description of subject: Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
Referenced by (26)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Swan Hill
linked to: Swan Hill
linked to: Swan Hill
linked to: Swan Hill
subject linked to:
regional Victoria
linked to: Swan Hill
subject linked to:
SHL
linked to: Swan Hill