New to me, never knew there was a brothel down at the Rocks !!
I will be most surprised if it was actually a licensed brothel, as north of Circular Quay, the Rocks area is under the control of Sydney Harbour Foreshore Authority. And I seriously doubted that they will allow a sex trade going on in the Rocks.
Just my two cents
Cheers