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Add MDT posting scan and approximate top-K candidate generation #19102

Description

@chrevanthreddy

Parent: #19094
Related: #18676

Summary

Add MDT posting scan and approximate top-K candidate generation.

Scope

  • posting scan over selected cluster ranges
  • approximate scoring
  • multibit-aware candidate refinement where applicable
  • shortlist generation for downstream rerank

Acceptance Criteria

  • approximate candidate generation is implemented independently of exact rerank
  • multibit-aware behavior is part of the MVP candidate path
  • top-K shortlist semantics are tested

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