procedure
The Context-Aware Generation Component operates in a two-phase manner: first, it integrates knowledge by synthesizing retrieved elements with those stored in the knowledge graph structure; second, it performs reasoning-enhanced planning and constrained generation, where plans are structured using knowledge graph patterns.

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