Yes, I have seen exhibitions of photographs with a story, poem or explanation on the side and as you rightly say, seeing the photo and then reading it often changes the perspective, because the photographer saw something that perhaps we did not and it is wonderful to share visions.
And another yes! The last one is the winner, it was before reading the meaning and it is even more so after reading it. Wonderful, I love it!!!!😍