@Drisc8 

NO, do not delete the transactions as @Steve_C  says, doing that will remove the inventory from stock, and if you sold any will drive your inventory asset account negative

create the long term liability account
bring up the vendor bill, enter the liability account in the expense section and enter the bill total amount as a negative number. The bill should now show a zero balance, if so save and pay down the liability in the future