The link to the KB yields an error. Here is a fixed link.
If you are using a crossover cable, you should just use the IP address rather than a PC name. Because you don't have a DNS server on your simple PC to PC network, there is no way for PC #1 to know the name of PC#2 in order to resolve the name to an IP address.