Knowledge Graph Construction: If the system deals with knowledge representation or information retrieval tasks, you can use a GNN to construct a knowledge graph from textual data. The GNN can learn the relationships between entities and their attributes, enabling the system to reason and make informed decisions based on the graph structure.