(The). Those who are known to God alone as His sons and daughters by adoption and grace. (See Church Visible.)
“Oh, may I join the choir invisible.” G. Eliot.
Source: Dictionary of Phrase and Fable, E. Cobham Brewer, 1894
More on Church Invisible from Infoplease: