Sounds like a good Enterprise saas product idea
Throw in probability and vagueness (history examples: this happened sometime in the 1950s / we're only 50% certain that Henry VII was the father of this child) and it becomes a whole lot more complicated; yet what can be inferred increases in usefulness.
My inspiration is http://commons.pelagios.org/ and the digital humanities field.