The Sixteen Saltines Songfacts explains that the inspiration for the song was Jack White's daughter asking him for for a snack of 16 saltine crackers.
She's got stickers on her locker
And the boy's number's there in magic marker
I'm hungry, and the hunger will linger
I eat sixteen saltine crackers, then I lick my fingers