Absence of proof of arbitrator partiality. The challenge of an arbitrator by one of the parties after the arbitration proceedings have been initiated may only occur if the grounds therefor became known after the appointment. Extent and depth of the relationship between the arbitrator and the party that appointed him that were previously known: