No, witnesses should never be believed. Especially not if you have a bunch of witnesses that tell you the same story. Sounds unintuitive, but it's true. And we know this for at least a hundred years, already. If anyone is interested in further reading on this, I recommend "Mass Psychology" by Gustave Le Bon.