It sounds like you don't really need scoring so you might want to use
filters instead of the query_string query. Perhaps you can try the terms
filter instead. Maybe something like this:
String[] terms = { "sn1", "sn2" };
QueryBuilder q =
QueryBuilders.filteredQuery(QueryBuilders.matchAllQuery(),
FilterBuilders.termsFilter("sn", terms));
Here is more info on why filters are better speedwise:
http://www.elasticsearch.org/blog/all-about-elasticsearch-filter-bitsets/
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