Question: Which  inner suburb of Melbourne is HMAS "Lonsdale" located at

Context paragraphs:
East Melbourne, Victoria: East Melbourne is an inner suburb of Melbourne, Australia, 2 km east of Melbourne's Central Business District.  Its local government area is the City of Melbourne.  At the 2011 Census, East Melbourne had a population of 4,714.

South Yarra, Victoria: South Yarra is an inner suburb of Melbourne, Victoria, Australia, 4 km south-east of Melbourne's Central Business District, located within the Cities of Melbourne and Stonnington local government areas. South Yarra recorded a population of 25,147 at the 2016 Census.

Little Lonsdale Street, Melbourne: Little Lonsdale Street is located in the centre of Melbourne, Victoria, Australia.  A part of the Hoddle Grid, it runs roughly east-west.  North of Lonsdale Street and south of La Trobe Street, Little Lonsdale Street's eastern end intersects with Spring Street while its western end intersects with Spencer Street.  It was named after William Lonsdale, the first administrator and magistrate in Melbourne.  Unlike the other little streets, it runs one-way in the easterly direction, not the west.

North Melbourne, Victoria: North Melbourne is an inner suburb of Melbourne, Australia, 2 km north-west of Melbourne's Central Business District.  Its local government area is the City of Melbourne.  At the 2011 Census, North Melbourne had a population of 11,755.

Port Melbourne, Victoria: Port Melbourne is an inner suburb of Melbourne, Australia, 5 km south-west from Melbourne's Central Business District.  It is split between the local government areas of Melbourne and Port Phillip.  The area to the north of the West Gate Freeway is in the City of Melbourne.  The area to the south is in the City of Port Phillip.  At the 2011 Census, Port Melbourne had a population of 14,521.

HMAS Lonsdale: One ship and one naval depot of the Royal Australian Navy (RAN) have been named HMAS "Lonsdale", after William Lonsdale, who supervised the founding of the settlement at Port Phillip (now known as Melbourne).

HMAS Lonsdale (naval base): HMAS "Lonsdale" is a former Royal Australian Navy (RAN) training base that was located at Beach Street, Port Melbourne , Victoria, Australia.  Originally named "Cerberus III", the Naval Reserve Base was commissioned as HMAS "Lonsdale" on 1 August 1940 during the Second World War.

South Melbourne, Victoria: South Melbourne is an inner suburb of Melbourne, Australia, 2 km south of Melbourne's Central Business District (CBD).  It is in the local government area of the City of Port Phillip.  At the 2011 Census, South Melbourne had a population of 9,317.

Royal Melbourne Hospital: The Royal Melbourne Hospital (RMH), located in Parkville, Victoria, an inner suburb of Melbourne, is one of Australia’s leading public hospitals.  It is a major teaching hospital for tertiary health care with a reputation in clinical research.  The hospital is managed as part of Melbourne Health which comprises the Royal Melbourne Hospital, North West Dialysis Service and North Western Mental Health.

West Melbourne, Victoria: West Melbourne is an inner suburb of Melbourne, Australia, 3 km north-west of Melbourne's Central Business District.  Its local government area is the City of Melbourne.  At the 2011 census , West Melbourne had a population of 3,744.

Supporting paragraphs: HMAS Lonsdale (naval base) Port Melbourne, Victoria
Answer: Port Melbourne