Named Entity Recognition

This activity is used to analyze the input text to automatically identify and classify named entities into predefined categories such as person names, organizations, locations, dates, percentages, and more.

Technical Reference

Configuration

Each activity requires a connection with GEN AI activities. Once you select the respective project name where Gen AI activities has been integrated, the activity will automatically retrieve the available connections for that project.

Below are the properties available after the project has been integrated:

Harmony Gen AI: This parameter indicates the account name associated with integration.

Model Type: Specifies to choose the list of models available for GEN AI integration. By default, it will be chosen as “Default – Llama 3.1” model.

Input

Text: Specifies the input text to analyze the entities. It accepts values either as a string enclosed in double quotes or as a string variable.

Entities: This option lists the entity names that should be searched for in the input text by selecting from the list of entities available in the Dictionary builder.

Test: This option enables you to test the provided input and view the output simultaneously. Selecting this option opens the Co-Pilot assistant, allowing you to test and integrate the output seamlessly.

Output

Entities: Returns the list of entities that has been identified from the provided string.