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It sounds like you are entering data while on a filtered view. Because the record no longer meets the filter criteria, it is hidden as soon as you move away from that record.
Try using a different view that doesn’t have a filter on it. Or remove the filter for the current view. You will probably see all those records that previously disappeared on you when you do.