There are a number of algebraic classifications of spacetimes in higher
dimensions utilizing alignment theory, bivectors and discriminants. Previous
work gave a set of necessary conditions in terms of discriminants for a
spacetime to be of a particular algebraic type. We demonstrate the discriminant
approach by applying the techniques to the Sorkin-Gross-Perry soliton, the
supersymmetric and doubly-spinning black rings and some other higher
dimensional spacetimes. We show that even in the case of some very complicated
metrics it is possible to compute the relevant discriminants and extract useful
information from them