I think i might of found my answer
http://www.elasticsearch.org/guide/reference/mapping/geo-shape-type.html
Does anyone have any experience with the accuracy of these queries? Would it compare to say an oracle or postgres polygon query? I'm interested in Point in Polygon accuracy as well as polygon in polygon search.
Thanks