Basically, the difference between a short term goal and long term goal is the time it takes to accomplish each. Whilst a short term goal can take days or weeks to accomplish, a long term goal can take months or even years.
"jacob cannot remember anything that occurred in the minutes leading up to the bicycle accident that knocked him briefly unconscious. This mild form of retrograde amnesia is most likely due to the head injury preventing memory retainment."