If you are staying in Clitheroe The Calfs Head in Worston which is only 10 mins away from Clitheroe, is a good place to eat.
The food is resonably priced and very tasty. I live in Clitheroe and when we go out we always go there.
You may need to book or go early as it is always very busy.
They also offer accomendation but I am not sure what it is like.