The paper fixes a single table of retrieval-stage constants used throughout the main experiments. **Base traversal depths** are $$d_{\uparrow}^{(0)} = 6$$ (ancestor) and $$d_{\downarrow}^{(0)} = 2$$ (descendant). **Level thresholds** are $$\tau_{\text{low}} = 2$$ and $$\tau_{\text{high}} = 5$$. **Contrast thresholds** are $$\gamma_{\text{low}} = 0.05$$ and $$\gamma_{\text{high}} = 0.15$$. **Penalties** are $$\delta = 0.030$$ (global) and $$\delta_{\text{child}} = 0.025$$ (child). **Role-aware quotas** for child / bridge / global selections are $$1 / 4 / 1$$. These constants are held fixed across the main strict-parity experiments so that compared systems differ only in graph policy. The level and contrast thresholds parameterize the adaptive depth gate, while the role-aware quotas parameterize bidirectional prerequisite diffusion.

Retrieval-Stage Constants Table for Hierarchical Prerequisite RAG Experiments

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Method Parts for Bidirectional Prerequisite Diffusion with Role-Aware (Auditable Strict-Parity Graph-RAG Paper)

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Canonical paper URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
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Paper title: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
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Reference: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer keeps part 1 of the method details for Bidirectional Prerequisite Diffusion with Role-Aware small enough for learners to study without a long flat child list.

Method Part 1: Bidirectional Prerequisite Diffusion with Role-Aware (Auditable Strict-Parity Graph-RAG Paper)

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