Yeah, the stars aren’t always out, and there’s not always a good view of them (especially not in the city), but given that I was, at the time, whiling away some time by watching them, clearly, at that moment, they were visible. Which the folks who asked me could have determined themselves by just looking up.
I’ve also impressed folks by stepping outside into a light rain (while the sun was shining), and saying “Ah, there ought to be a rainbow right around <step around corner of building and pointing> THERE.” Though that one, I can understand folks not knowing: Rainbows are rare enough that most folks don’t have all that much experience with them (much less experience than seeing the Moon), and many common explanations for how rainbows work are seriously lacking.
Oh, and I’ll say this for the example in the OP: Regardless of whether it works scientifically, it does work poetically. “Things are dark and grim right now, and they’re only going to get darker”, it says.