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For each detected video file, it will attempt to extract name/season/episode
out of the filename, and will then query Freebase for any known information,
item by item.

When querying freebase, there is some distinction between movie vs episode
queries, freebase IDs for the former are searched directly, and for the
latter, they're found out through an MQL query looking for that chapter in
question.