My iPhoto thumbnails are trashed photos...

... and yet when opened, produce the larger version of photos - in order - not trashed at all.
Apologies if this is repeated anywhere; I'm quite ignorant and tend not to fiddle with things hidden (like directories), but I'm at a loss as to what to do.
Out of the 7000+ photos I kept on my MBP up to last week, I trashed about 4000 and this is what has happened.  Photo Browser looks fine when emailing, with everything where it should be, but iPhoto (version 8.1.2) presents the first 200-odd thumbnails as photos and movies I thought I'd gotten rid of and, when clicked upon, the photos I kept are 'underneath'.
It's time for me to clear this machine out and reload what I need, but I'm a little wary of starting this and maybe losing the vital photos.
Could anyone offer me a reason?  A solution?  (In really easy-to-follow steps?)
Thanks, 
Louise

Back Up and try rebuild the library: hold down the command and option (or alt) keys while launching iPhoto. Use the resulting dialogue to rebuild. Include the option to rebuild the thumbnails
Regards
TD

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