It was in 1906 that the Chicago White Sox , the famous hitless wonders , won the pennant in the American League .
The Chicago Cubs won the National League championship .
It was in 1906 that the Chicago White Sox , the famous hitless wonders , won the pennant in the American League , and the Chicago Cubs won the National League championship .