Hi, Without knowing more of the graph design, and query goals, here are some thoughts
Specify the direction on all relationships, if you can
also on this pattern
(a:alias) -- (c1:citation)
I imagine specifying the relationship type(s) to explore in the query might help, especially after you have added some of the :through_topic relationships, between alias nodes
Just a note: It won't change the dbhits, and possibly you are not posting your actual cypher, but in this example, all of the precision/factor references look like a really complicated way of writing a constant value of 100 in the weight formula..