You can be confident of the label for a cluster if you can label the cluster based on where it occurs in the:
satellite image,
photography,
scatterplot,
and if all of these pieces of evidence lead to the same conclusion—Convergence of Evidence.
If any single piece of evidence doesn’t agree with the others—reexamine the label