Abstract The eigenvectors of the particle number operator in second quantization are characterized by block sparsity their matrix product state representations. This is shown to generalize other classes operators. Imposing yields a scheme for conserving that commonly used applications physics. Operations on such structures, rank truncation, and implications numerical algorithms discussed. Expli...