Systems and methods for construction, maintenance, and improvement of knowledge representations

This system reads text messages exchanged between various individuals or groups. It uses advanced computer models to understand the meaning of the text, creating detailed notes (annotations) about language patterns. The system then uses these annotated messages to identify relationships between the communicating parties and to build a knowledge base, learning and improving by correcting its own annotation errors and refining its underlying language models. The first claim specifically focuses on using this process to determine relationships between entities from message data.