Regarding 1 - Can this be solved by some sort of a structured data training set - that can be trained by some variant of a classifier. Building the training set

Regarding 1 - Can this be solved by some sort of a structured data training set - that can be trained by some variant of a classifier. Building the training set will be a giant PITA but would this be some sort of a first step in the data cleansing problem ?