Also if the ERP says "in ten days you can have that amount of potatoes" you can ask for a longer reservation and issue the payment later.
Its all about careful ordering and atomicity at the service level and determining what must be done synchronously and what can be done asynchronously.
1. reservation is placed.
2. Payment succeeds, but either success is not known, the process requesting payment crashes before the response, etc.
3. ???
Since we never got to telling ERP "hey, that reservation will be permanent because the payment succeeded", but the payment succeeded… what do you do? Does the reservation expire (but my potatoes!)? How do you even know that the payment succeeded, if perhaps a network connection goes dark and requires 2h to fix?
What happens when your payment processor succeeds in processing the transaction, but you don't get the success code? You either retry/confirm/correct... One would assume you would, upon not getting confirmation that your reservation was made permanent, retry the commitment, if it was already committed, then the erp service can return the appropriate response.
At step 3 in your list above the payment would time out and a refund would be issued. Usually payments time out as well so you can usually reserve cash (pre-auth in banking terms). So we end up with stacks of reservations.
If something breaks you can retry within a reasonable limit or wait for everything to drop all the reservations.