These are of the ruined Castle Urquhart, on Loch Ness in Scotland. This lake is huge, it’s completely understandable that people could have seen some odd things in the lake, that never surfaced.
I also like the man just chilling on the bench in the 2nd picture; he looks like the only person here, just hanging out at the castle, looking for Nessie.