I define facts as structured piece of the information, which I need to extract for specific domain area automatically. I do hope extraction to work automaticall

I define facts as structured piece of the information, which I need to extract for specific domain area automatically. I do hope extraction to work automatically in order for the project to make sense. Eventually it will be measured for precision and recall using human judgement. The quality of that judgement would impact greatly on improvements and sustainability of the algorithm overall.