The term only works when the speaker and the listener are both familiar with one another's lingo.
Frankie: Oh, it was pretty bad. My girlfriend made me watch Titanic and then she started singing along with that crappy Celine Dion song...
Ernie: One word.
Frankie: Indeed. One word.