Dwarves rarely got along with those that weren't of their kind. So, imagine the company's surprise when someone, not remotely Dwarvish, enters the home of Bilbo Baggins and claims they are there to join their company to reclaim Erebor. Or... In which Thorin actually has a friend... and she may just be an elf.