You may use something like:
=INDIRECT("A" & 10 + INT(ROW()/3))
If you put this in row 3, it will return the value of cell A11 (10+3/3), and
dragging the formula down will follow the pattern that you wrote.
You can change the 10 + INT(ROW()/3) to make it fit your layout.