Complex sentence: Their mother is dead, their father a drink-sodden brute, who dies later on in the story becomes violent towards Nelly, the two children run away from home.
Split into simpler sentences: Their mother is dead, their father a drink-sodden brute. When he becomes violent towards Nelly, the two children run away from home.