Computer-implemented method, device and system for generating and providing an interactive graphical user interface

A computer-implemented system for generating, verifying and providing information in an interactive graphical user interface, the system comprising:

• at least one computing device including a memory accessing instructions stored on non-transitory processor readable media that, when executed configure the at least one computing device to:
• receive a plurality of transactional data records, each of the plurality of data records having a plurality of data attributes;
• automatically classify:
• at least one of the plurality of transactional data records into one or more classes of a first classification, as a function of the data attributes;
• and
• the at least one of the plurality of transactional data records into one or more classes of a second classification, as a function of the data attributes and the first classification;
• receiving, by the at least one computing device via the graphical user interface, a user selection of a class of the first classification;
• dynamically generating, in response to the user selection, a plurality of text summaries, each including the one or more classes of the second classification for the at least one of the plurality of transactional data records having data attributes associated with the user selection, wherein generating each respective one of the text summaries includes:
• automatically generating, by the at least one computing device, a prompt for a text summary of the selected class and the at least one class of the second classification;
• providing the generated prompt to a text generator model;
• and
• receiving, from the text generator model in response to the prompt, the generated respective text summary;
• automatically verifying, by the at least one computing device that data present in each of the plurality of generated text summaries are present in all of the plurality of generated text summaries;
• providing, by the at least one computing device, at least one of plurality of the generated text summaries via the graphical user interface;
• providing, via the graphical user interface, a graphic representation for the selected class;
• providing, by the at least one computing device via the graphical user interface, the received plurality of transactional data records as tabular data;
• and
• displaying, via the graphical user interface, the at least one of the plurality of the generated text summaries, the graphic representation, and the tabular data, including by highlighting part or parts of the at least one of the plurality of the generated text summaries, wherein the part or parts correspond to a class or classes from the second classification attributed to the received data records having been attributed the selected class.