The Amazing Mr. Blunden

The title character is a ghost, doomed to roam his mansion until an age-old mystery is solved. A widow Dorothy Alison and her two children are hired by the wraith-like Blunden to aid him in his sleuthing. Also joining in on the investigation are two ghostly kids, who'd been mistreated in life.