As an extension of 𝔸𝔾z(L) (the annihilation graph of the commutator poset (lattice) L with respect to an element z∈L), we discuss when 𝔸𝔾I(L) (the annihilation graph of the commutator poset (lattice) L with respect to an ideal I⊆L) is a complete bipartite (r-partite) graph together with some of its other graph-theoretic properties. We investigate the interplay between some (order-) lattice-theoretic properties of L and graph-theoretic properties of its associated graph 𝔸𝔾I(L). We provide some examples to show that some conditions are not superfluous assumptions. We prove and show by a counterexample that the class of lower sets of a commutator poset L is properly contained in the class of m-ideals of L (i.e. multiplicatively absorptive ideals (sets) of L that are defined by commutator operation).