Various embodiments include a method for document creation. The method can include presenting a frame, presenting a first portion of a first collection of data, receiving a denial of the first portion of the first collection for the first group, presenting a first portion of a second collection of data for the first group, receiving a confirmation of the second collection for the first group, presenting a second portion of the first collection of data, receiving a confirmation or a denial of the second portion of the first collection for the second group, presenting a second portion of the second collection of data for the second group, after receiving a denial of the second portion of the first collection, receiving a confirmation of the second portion of the second collection for the second group, compiling confirmed portions of data into a prose output, and presenting the prose output.