Method, apparatus, and system of providing large language model map feedback reporting

An apparatus comprising:

• at least one processor;
• and
• at least one memory including computer program code for one or more programs,
• the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following,
• receive an input from a user, the input specifying a map error;
• process the input using a large language model (LLM) to classify a map error type of the map error;
• determine a map error template based on the map error type, wherein the map error template specifies, at least in part, one or more data fields for reporting the map error using a structured data format for the map error type;
• use the map error template to construct one or more prompts for the LLM to generate one or more questions to collect one or more data items for populating the one or more data fields from a user;
• provide the one or more prompts to the LLM to cause the LLM to initiate a collection of the one or more data items from the user using the one or more questions;
• use the map error template to construct one or more additional prompts for the LLM to generate a map error report comprising the one or more data items in the structured data format, wherein the structured data format uses at least one schema to define one or more locations, one or more details, one or more error flags, or a combination thereof associated with the map error;
• provide the one or more additional prompts to the LLM to cause the LLM to initiate a generation of the map error report;
• and
• transmit the map error report to a map feedback system.

A non-transitory computer-readable storage medium carrying one or more sequences of one or more instructions which, when executed by one or more processors, cause an apparatus to perform:

• receiving an input from a user, the input specifying a map error;
• processing the input using a large language model (LLM) to classify a map error type of the map error;
• determining a map error template based on the map error type, wherein the map error template specifies, at least in part, one or more data fields for reporting the map error using a structured data format for the map error type;
• using the map error template to construct one or more prompts for the LLM to generate one or more questions to collect one or more data items for populating the one or more data fields from a user;
• providing the one or more prompts to the LLM to cause the LLM to initiate a collection of the one or more data items from the user using the one or more questions;
• using the map error template to construct one or more additional prompts for the LLM to generate a map error report comprising the one or more data items in the structured data format, wherein the structured data format uses at least one schema to define one or more locations, one or more details, one or more error flags, or a combination thereof associated with the map error;
• providing the one or more additional prompts to the LLM to cause the LLM to initiate a generation of the map error report;
• and
• transmitting the map error report to a map feedback system.