A Multi-Stage Rule-Chaining Framework for Compositional and Interpretable Cognitive Reasoning
A multi-stage rule-chaining framework that performs compositional reasoning across symbolic, structural, and conceptual levels and suggests that rule chaining and hierarchical composition can advance machine reasoning toward transparent, human-aligned abstraction without relying on task-specific tuning.