It did not strike you as peculiar that a famous London doctor should bury himself in a little village like this, and should be in the habit of walking about at all hours of the night, fully dressed?
There is a conspiracy in the village: villagers are keeping the doctor captive, and bribing police to keep quiet (which is why the police are downplaying the obvious strangeness of his behaviour).