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Add binary pruning functionality to quickly filter relevant candidates before full scoring. Introduce pre-filtering using NodeScorer to reduce LLM token costs when nodes have many children. - Add Prune InterventionPoint for binary relevance filtering - Implement PrefilterConfig and PruneConfig with configurable thresholds - Add pre-filtering logic in score_candidates_detailed to narrow candidate sets using NodeScorer before LLM calls - Implement binary_prune method in LLM pilot for quick yes/no relevance decisions - Update metrics collection to track pruning interventions - Add comprehensive tests for new configuration options
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Add binary pruning functionality to quickly filter relevant candidates before full scoring. Introduce pre-filtering using NodeScorer to reduce LLM token costs when nodes have many children.