Read specific lines from a text file

I have a following text file

Tom arrived at 11.30.14 01/03/07

Rob arrived at 11.33.45 01/03/07

Joy arrived at 11.23.30 01/03/07

Sue arrived at 11.23.44 01/03/07

Liv arrived at 11.51.30 01/03/07

Rik arrived at 11.25.47 01/03/07

Foy arrived at 11.38.47 01/03/07

Using get-content cmdlet, is it possible to extract the list of people who arrived b/w 11.20 to 11.27