I know that cat, it lives in the corner house on Linnet Mews. When I lived around there I used to walk past the house and see it sitting in the window all the time. I don't remember the house number unfortunately.
Could it be that it was not abandoned but just sitting outside the house? Maybe if you knocked on one of the neighbours' doors and asked, they would know who the owners are.