You can figure out the rotational period, and get an idea of what the surface looks like, from a light curve. For example, if half of it reflects a lot more light than the other half, then you'll see a repeating brighter/dimmer/brighter/dimmer pattern with a period equaling the rotational period.

If you have a gap in the light curve, it increases your uncertainty.