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Unfortunately there are several long-standing graphics array issues. This one is probably Trac 10657.

Some workarounds are posited at this question and this question, though you would have to see whether they work for yours. I did try

graphics_array(((p1,p2),(p3,p1))).show( ticks=[[],[]])

and it seems to work.