Question

what might cause inherent uncertainties in a length measurement?

Answer 1

You uncertainty estimate is governed entirely by the random uncertainty inherent in your
ability to start and stop the stopwatch precisely. Through multiple trials of the same
measurement, you can find the average value and estimate the random uncertainty by looking at the spread of your measurements about that average.
it can be a even a personal uncertainty which will change person to person