Dhiaa Eddine

**Issue Description:** This issue builds on PR [#1062](https://github.com/neo4j-labs/llm-graph-builder/pull/1062), which corrected the labels for chatbot messages. Despite that improvement, the generic `_Entity_ `node are still included and remain central in the...