Why do early naturalization records contain little information?
Because the law did not require it. In 1907 there was reform of immigration and the naturalization process, which resulted in more paperwork and more detail. Consequently the records after that reform are more detailed. If your ancestors naturalized shortly before 1907, determine if there were relatives who might have naturalized after the reform that might have left more detailed records.