Hate to be the harbinger of bad news, but the stored energy in the circuitry can still be utilized to monitor the phone for a long period of time. Even without the battery. Even without being on. Newer phones can store more energy sans battery, making it more problematic.
Can you quantify a "long period of time."? How much energy is stored in the phone after it is turned off?