Let \((\mathcal{P}, \mathcal{B}, \mathcal{I})\) be an asymmetric \((v, k, \lambda)\) block design. The incidence graph \(G\) of this design is distance-regular, hence belongs to an association scheme. In this paper, we use the algebraic structure of this association scheme to analyse certain symmetric partitions of the incidence structure.
A set with two intersection numbers is a subset \(\mathcal{K} \subseteq \mathcal{P}\) with the property that \(|{B} \cap \mathcal{K}|\) takes on only two values as ${B}$ ranges over the blocks of the design. In the special case where the design is a projective plane, these objects have received considerable attention. Two intersection theorems are proven regarding sets of this type which have a certain type of dual. Applications to the study of substructures in finite projective spaces of dimensions two and three are discussed.