Definitely is possible, I encourage you to look over all the SS info and start the process.

Gather your medical records and work on keeping really good ones, keep copies of everything. Document, document, document.

Check out what various arthritis groups have online too, for instance this article Disability Dance about disability and RA etc. looks good.