Lies and mistakes can lead you on wild goose chases. Just one instance of a name, a place or a date can be a nightmare. Corroboration is everything.
On one census a 2 x g grandfather was listed as John Moore born Dorking in Surrey, he turned out to be an Adam Moore born Docking in Norfolk...