Machine learning based subdivision boundary generation

A method, comprising:

• accessing parcel data, wherein the parcel data comprises information relating to a parcel of land;
• providing parcel data as an input to a first machine learning model, wherein the first machine learning model outputs a determination that the parcel data is missing a subdivision name;
• providing parcel data as an input to a second machine learning model, wherein the second machine learning model outputs subdivision data extracted from the parcel data;
• providing the extracted subdivision data and the parcel data as an input to a third machine learning model, wherein the third machine learning model outputs a standardized subdivision data that identifies the subdivision name;
• generating a subdivision by merging the parcel of land with additional parcels of land associated with the subdivision name;
• and
• generating a geometric boundary for the subdivision based on the subdivision name and a subdivision attribute.

One or more non-transitory computer-readable media storing computer-executable instructions that, when executed by a computing system comprising a processor, cause the computing system to:

• access parcel data, wherein the parcel data comprises information relating to a parcel of land;
• provide parcel data as an input to a first machine learning model, wherein the first machine learning model outputs a determination that the parcel data is missing a subdivision name;
• provide parcel data as an input to a second machine learning model, wherein the second machine learning model outputs subdivision data extracted from the parcel data;
• provide the extracted subdivision data and the parcel data as an input to a third machine learning model, wherein the third machine learning model outputs a standardized subdivision data that identifies the subdivision name;
• generate a subdivision by merging the parcel of land with additional parcels of land associated with the subdivision name;
• and
• generate a geometric boundary for the subdivision based on the subdivision name and a subdivision attribute.