Yes, the compound noun World Series is a proper noun when used for a specific contest such as World Series of the Major League Baseball Properties, Inc. or the World Series of Poker sponsored by Caesars Entertainment Corporation.
The term can also be a common noun, for example:
Our sport has gained enough fan support in the last several decades to stage our own world series.
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