Combining user feedback with an automated entity-resolution process executed on a computer system

A computer-implemented method comprising:

• generating a graphical user interface that includes a graphical element representing an entity, wherein the graphical user interface also includes a visual indicator associated with the graphical element, the visual indicator being configured to indicate a first risk of one or more data records being misassigned to the entity by an automated entity resolution (AER) system;
• receiving, through the graphical user interface, a user validation of the one or more data records, wherein the user validation is a validation by a user that the one or more data records were correctly assigned to the entity by the AER system;
• in response to receiving the user validation, updating the same visual indicator to indicate a second risk of the one or more data records being misassigned to the entity by AER system, the second risk being lower than the first risk based on the user validation;
• and
• dynamically modifying the same visual indicator associated with the entity in the graphical user interface over a time period based on changes to a set of data records assigned to the entity by the AER system over the time period, wherein the modified same visual indicator indicating a risk of the changed set of data records being misassigned to the entity by the AER system.

A system comprising:

• one or more processors;
• and one or more memories comprising program code that is executable by the one or more processors for causing the one or more processors to perform operations including:
• generating a graphical user interface that includes a graphical element representing an entity, wherein the graphical user interface also includes a visual indicator associated with the graphical element, the visual indicator being configured to indicate a first risk of one or more data records being misassigned to the entity by an automated entity resolution (AER) system;
• receiving, through the graphical user interface, a user validation of the one or more data records, wherein the user validation is a validation by a user that the one or more data records were correctly assigned to the entity by the AER system;
• in response to receiving the user validation, updating the same visual indicator to indicate a second risk of the one or more data records being misassigned to the entity by AER system, the second risk being lower than the first risk based on the user validation;
• and
• dynamically modifying the same visual indicator associated with the entity in the graphical user interface over a time period based on changes to a set of data records assigned to the entity by the AER system over the time period, wherein the modified same visual indicator indicating a risk of the changed set of data records being misassigned to the entity by the AER system.