What it contributes
Combines clustering and learned proxies adaptively, using token-aware representations and oracle confidence to reduce expensive filtering calls.
How to read the evidence
Empirical attainment of an accuracy target is not an unconditional guarantee; the oracle itself may be wrong.
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