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https://store.steampowered.com/dynamicstore/userdata/
At the very top left from the start you will see {"rgWishlist" since you said there only 5 games, you should see 5 sets of numbers example 12312, 12314, 15255, 125125, 123155 those numbers are the game ID, use steamdb.info and put the number into the search, and should bring up the game, and you find out what it was.
To remove them check this guide out.
https://steamcommunity.com/sharedfiles/filedetails/?id=1746978201
Update: All Done, thanks!