Yes. You don’t need astronomical distances for this to happen. Distance between photons is what makes photographs look grainy in low light.
There’s a catch, because quantum physics is always tricky. Photons travel as waves but interact as particles. The light wave is everywhere at once, getting thinner as it spreads. In that sense the photons aren’t separate yet.
The photon particle appears somewhere that a wave peak intersects something else. Modern physics still has no idea how a wave “knows” how to produce only one particle, even as it spreads across the universe. But we are sure that waves can add up or cancel, yet they also conserve energy making just the right number of photons in the end.
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