Can a brand-new iPhone be stored in its box long-term?
As long as you have not charged the battery, leaving the unit in the box for long-term storage should pose no difficulty. Batteries as supplied from the manufacturer are holding about 50% charge, which is the ideal amount of charge for lithium batteries to be left in storage.