Yes, rice wine vinegar does contain a small amount of alcohol.  Yet, because the alcohol content is so low, it is classified as non-alcoholic. Rice wine vinegar is made by fermenting rice wine, which is made from rice that has been cooked and then fermented.  The fermentation process for making rice wine vinegar happens without added yeast, so there is no alcohol produced during this process.