Yes, there was a kinship link between Queen Elizabeth and Prince Philip. They are third cousins, as Prince Philip was the great-great-grandson of Queen Victoria through the mother's side, and Elizabeth's father, King George VI, was one of the great-grandsons of Queen Victoria.
