According to the folks over at Snopes.com, this urban legend appears to be true.  They have a great explanation of the refund amounts as well as the reason almost everyone qualifies for this one time credit.  Make sure you take advantage of this and pass this along to everyone you know.
Urban Legends Reference Pages: 2006 Federal Excise Tax Credit