This belief was based on an interpretation of the 2300 day prophecy which predicted that "the sanctuary would be cleansed" which Millerites took to mean that Christ would return on that day.
This conviction was founded on an interpretation of the 2300 day prophecy, which foretold that "the sanctuary would be purified," which Millerites took to signify that Christ would return on that day.