Are all people from the same race distantly related?

like are all caucasion people originally from the same place (thousands and thousands of years ago)... and all black people, and all asians. etc etc.
Update: thats interesting about the blue eyes thing.. what about green eyes, are they the same, cos arent they kind of the same as blue eyes.
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