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SEED — 12 names I already trusted
the engineers I could vouch for by hand
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CRAWL · MusicBrainz
deterministic parse — no AI reads the data
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①
SIEVE · year window 1995–2003
code-level scope filter · drops out-of-era credits
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②
SIEVE · notability · Claude
the only place the model touches data · drops junk & unknowns
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③
SIEVE · dedup vs the index
drops anything already held
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MERGE → data.json · tagged src:mb
every survivor deep-links to its source record
↻ then Claude nominates more hubs to seed the next round — proposing search terms, never facts
deterministic code — no AI the model acts here the stored index
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