In the corresponding circuit diagram you represented the transistor by a switch. Thereby the LOW state corresponds an open switch. The open-collector output is no longer connected to the comparator circuit. It is said, the output is "floating", that is, the voltage at the output is no longer defined...
To define the output in the LOW state, you add the resistor R3, which is referred to as a pull-up resistor. This way you connect the open-collector output to the circuit.
At this point, you have met the most important aspects of the comparator. Now you go on to applications...