UNAMA urged people not to touch unfamiliar or suspicious objects and to report them immediately to the relevant authorities.
The two children were killed instantly, while their mother sustained serious injuries and was transferred for medical treatment.
According to the NDPA, the device was discovered after local residents alerted emergency services.