If your fare is a 'through fare' its baggage allowance should apply to all legs of the journey. If your fare is a combination of individual fares then your BOS-CHI sector could have a different baggage allowance.
Do you have any idea of the fare and/or who (which airline) issued the ticket(s)?
As step 1 I would go back to whomever you booked with and ask them.