  In contrast to abstract statistical analyses in the literature, we present a
concrete physical diagrammatic model of entanglement characterization and
measure with its underlying discrete phase-space physics. This paper serves as
a pedagogical treatment of this complex subject of entanglement measures. We
review the important inherent concurrence property of entangled qubits, as well
as underscore its emergent qubit behavior. From the discrete phase space point
of view, concurrence translates to translation symmetry of entangled binary
systems in some quantitative measure of entanglement. Although the focus is on
bipartite system, the notion is readily extendable to multi-partite system of
qubits, as can easily be deduced from the physical inverter-chain link model. A
diagrammatic analysis of the entanglement of formation for any multi-partite
qubit system is given
