I worked for an NLP research think tank for a while and we always created text files as intermediate steps to each part of our system. It was basically a cache of each step, and you could restart the system at whatever step did work.
Hard drive space is cheap. Use as much as you want.
Hard drive space is cheap. Use as much as you want.