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@@ -18,8 +18,6 @@ The ```iText2KG``` package consists of four main modules that work together to c
 
 2. **Incremental Entity Extractor**: This module extracts unique entities from the semantic blocks and resolves ambiguities to ensure each entity is clearly defined. It uses cosine similarity measures to match local entities with global entities.
 
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 3. **Incremental Relation Extractor**: This module identifies relationships between the extracted entities. It can operate in two modes: using global entities to enrich the graph with potential information or using local entities for more precise relationships. 
 
 4. **Graph Integrator and Visualization**: This module integrates the extracted entities and relationships into a Neo4j database, providing a visual representation of the knowledge graph. It allows for interactive exploration and analysis of the structured data.