it is for sure possible to use d value for limiting the distance, however, it
might not be very efficient, as some of the coords may not have any docs
around for a large value of d... so it is hard to determine a default value
for d. 

though it sounds like havinga default d and gradual increments on its value
might be a work around for top K results... 





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