You're passing a string array as the value of EntityId.
Change this:
conditionExpression.Values.Add(new string[]{EventId});
to this:
conditionExpression.Values.Add(new Guid(EventId));
You might also want to think about changing the type on the input parameter to a Guid and fixing the Pascal Casing on EventId argument to camel for consistency