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Progressive multi-signal fusion (Section 7, Paper 4).
Each stage introduces a new batch of signals, intersects them with
the surviving candidate set from the prior stage, fuses every
accumulated signal via weighted log-odds conjunction, and keeps the
top-k highest-scoring candidates. Stages run in order; the
operator returns the result of the final stage.