Complex sentence: They decide to adopt Subbu's dead sister's two sons and brings them home after that Durga gives birth to twins.
Split into simpler sentences: They decide to adopt Subbu's deceased sister's two sons and brings them home. After their adopted sons, Durga gives birth to twins.