Why does 5S Touch ID stop working after a day?

When I teach my iPhone 5S to recognize my fingerprint, it does so for awhile, but the more time passes the less likely it will work (Try Again . . . Try Again . . .). It doesn't matter which fingers or thumb I use, or how many I train the phone to recognize, the whole interface breaks down in less than 48 hours.
Any idea what's going on?

Hello, barracuda 5.
Thank you for visiting Apple Support Communities. 
Here is an article that I would recommend when experiencing this issue.
Troubleshooting Touch ID
Verify that you are using the latest version of iOS.
Ensure that your fingers and the Home button are clean and dry.*
Note: Cover the Home button completely. Don't tap too quickly, don't press down hard, and don't move your finger while Touch ID is scanning.
Tap Settings > General > Touch ID & Passcode > Touch ID and verify that:
iPhone Unlock or iTunes & App Store is enabled.
One or more fingerprints have been enrolled.
If one finger isn't working, tap Edit in Settings > General > Touch ID & Passcode > Touch ID > Edit to delete and then reenroll the finger.
If that finger still isn't working, try enrolling a different finger.
If you are unable to enroll any of your fingers, take your iPhone 5s to an Apple Retail Store, Apple Authorized Service Provider, or contact AppleCare for further assistance.
* Moisture, lotions, sweat, oils, cuts, or dry skin may affect fingerprint recognition. Certain activities can also temporarily affect fingerprint recognition, including exercising, showering, swimming, cooking, or other conditions or changes that affect your fingerprint.
iPhone 5s: Using Touch ID
http://support.apple.com/kb/HT5883
If none of the steps resolve the issue, please see step 6 in the article.
Cheers,
Jason H.

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