比 at the bottom supplies the sound, shifting to pí via b/p initial alternation.
比 itself shows two people standing side by side, reinforcing the paired feel of the doubled jade above. The same phonetic appears in
毗 (to adjoin) and
琶, the partner character forming
琵琶.