Reconciliation is nothing but the comparison of the values between BW target data with the Source system data like R/3.
In general this process is taken at 3 places one is comparing the info provider data with R/3 data, Compare the Query display data with R/3 or DSO data and Checking the data available in info provider kefigure with PSA key figure values.