Since this image obviously comes from the Internet using Google image search is a good idea to see if other useages refer to the same person.
http://www.google.no/search?hl=no&sa=X&tbm=isch&tbs=sim...
http://www.google.no/search?tbs=sbi:AMhZZis9YjEP1yChC-cFdmo6HWJwLhr...
None of the profiles you linked to are private, and if you use Google image search you find the same image used on:
http://pediaview.com/openpedia/Duke_of_Alva
I dont think you understand what i mean. I cannot change some items like profession or marriage of this profile http://www.geni.com/people/Garc%C3%ADa-Alvarez-de-Toledo-1er-Duque-... . So it is at least partly unchangeable for me an so i call this private. It is a mather of semantics. I can also not change the picture (the black and white one). I want to do this because it is not the person of this profile. The coloured picture is used for the right profile. I puted it there and copied it from wikipedia. I see your link tot the same wikipedia with also the black and white picture. Then i ask you. Do you think this picture is of two different persons or the same? I guess the person who put it on wikipedia is also wrong. Or not. I want to discuss if these pctures are different persons or not. I am familiar with the sources on the net.
this one is better http://en.wikipedia.org/wiki/Garc%C3%ADa_%C3%81lvarez_de_Toledo,_1s...
at the bottom there is a pedigree