Yes. I know lots of people (in arts/humanities/social science) who have done this. With some research behind you, you are likely to be able to put in a stronger proposal for research council funding.
Hey s. Like the others say it is possible, but don't sit around and expect it to fall into your lap. Apply hard for it in every way you can. Best of luck !