Also, from the high complementary recall that ANNIE offers over OpenNLP, adding ANNIE's results is likely to offer strong recall improvements.
from P Comp (OpenN LP, AN N IE) being only 20.00 we can see that ANNIE and OpenNLP select quite different entities, and that precision gains are not likely to be made.