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 Sounds like a Bloom filter in front of a radix trie 
 BBHash does say its bloom-filter based. hmm!

https://github.com/rizkg/BBHash 
 I think this is just a bloom filter. With only a few target words and a lot of potential ones, even with a multihash scheme you'll end up with a lot of false positives. For those you'll also need some way to reliably rule them out, and a radix tree is one implementation.