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experiments/2024.12.10_complex_graph_gen/report.md

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+Idea: Iterative Graph Generation with Validation Feedback
+Proposed approach:
+
+Generate an initial graph using an LLM
+Validate the generated graph using a triplet checker to identify errors
+Feed both the generated graph and identified errors back to the LLM
+Repeat steps 2-3 iteratively until all errors are resolved
+
+This creates a feedback loop where the LLM can learn from and correct mistakes in its graph generation based on concrete validation results. The triplet checker serves as an objective verification mechanism to ensure the generated graph meets all required constraints.