The most valid conclusion from the observation that humans, mice, and giraffes all have seven vertebrae in their necks is:
These animals descended from a common ancestor.
This conclusion is supported by the principle of shared characteristics due to evolutionary relationships. The fact that such diverse species share this trait suggests a common ancestral trait rather than independent evolution or a generalization to all vertebrates.