Erik Sundelof recommends experimenting with <a http://opencalais.org/">Calais via the command line.
Ruby
gem calais
Then can create code with the queries you need.
Get 50,000 queries a day with their personal account, but each query has a wealth of information you can dive into deeper. Maybe even getting related information within the same query?
Anyhow, cool.