Bart Simpson's immediate family includes his parents Homer and Marge, sister Lisa, and baby sister Maggie. The document also introduces Bart's extended family members, such as grandparents Abraham and Mona, uncle Herb, aunts Selma and Patty, and cousin Ling. It provides examples of how to use possessive case to indicate family relationships.