entity-extractor

Extract named entities and optionally redact PII from document text.

5|Updated Apr 15, 2026
One-click install
npx skills add https://github.com/47network/Sven --skill entity-extractor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: entity-extractor
Source: https://github.com/47network/Sven/tree/main/skills/ocr/entity-extractor
Command: npx skills add https://github.com/47network/Sven --skill entity-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically identify and extract named entities from document text (people, organizations, dates, locations, currencies, emails, IDs) and optionally redact PII to support privacy and compliance.

Core Features & Use Cases

  • Entity extraction from OCR'd or plain text with structured output including type and position.
  • Optional PII redaction to protect sensitive information in outputs, logs, or shared documents.
  • Use cases include compliance tagging, automated document processing, and improved searchability of large text datasets.

Quick Start

Extract all named entities from the input content and redact any PII.

Frequently Asked Questions about entity-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract named entities from plain text for compliance tagging?

PII redaction detects sensitive information like emails and IDs in document text and optionally redacts it from outputs, protecting privacy in compliance workflows, logs, and shared documents.

Can I extract entities from OCR'd documents across legal and finance workflows?

Yes, entity extraction works on OCR'd document text to identify named entities, making it applicable for automated document processing, tagging, and indexing across legal, finance, and research workflows.

What's the best way to detect and redact PII in large text datasets?

The best way to detect and redact PII in large text datasets is using an entity extractor that identifies sensitive information like emails and IDs, optionally redacting results to improve searchability while maintaining privacy.

Does entity extraction require any specific dependencies or components to run?

No specific dependencies or components are required to run entity extraction, as the Skill operates independently to process plain or OCR'd text and output structured entity data.