Complex sentence: Although the Watson family is fictional, the characters are based on members of the author's family and the events are inspired by events from his childhood, especially in the first part of the book.
Split into simpler sentences: Although the Watson family is fictional, the characters are based on members of the author's family. He based the events on those of his childhood, especially in the first part of the book.