Since part of a ragtime tune from 1910 is based on "This is the day they give babies away," we have to look before that date.
I have never found the adv. (anecdotal) about a brand of tea, nor can I find anything by an author or poet named Olive Burt (mentioned by Sorrels) in the proper time frame.
Origin still a mystery.