Turns out that bundled with the LED display was another test setup. It seems to be a similar setup to the LCD board, but with just one 8-character LCD and an Ethernet-serial converter (?) attached to it. Curiously, the serial connection is paralleled to the LED display, even though that has an Ethernet cable going into it. I guess it was just a shared data connection for testing.