The titles of this episode and the previous one are an allusion to the line "The cat's in the bag, and the bag's in the river" from the 1957 movie
Sweet Smell Of Success. The line refers to a bad deed taken care of.
Show's creator
Vince Gilligan has said that, for his money, the movie has the most quotable dialogue of any.