Time series reconstructions for J0509+0856 in the top three and J1640+2224 in the bottom three panels. From top to bottom, each set of three panels shows the red noise for the DM GP and DMX datasets, as well as the DM GP reconstructions compared the DMX values (where linear and quadratic trends have been removed). The blue points indicate the median residual values and 1σ uncertainties.