nitirajrathore commented on issue #12627:
URL: https://github.com/apache/lucene/issues/12627#issuecomment-1767662289

   I was able to run tests on wiki dataset using the luceneutils package. The 
[results shows](https://github.com/mikemccand/luceneutil/pull/236) that even 
with a single segment index and no updates, around 1% nodes gets disconnected 
for about 1M vectors. It would be great if someone else can have a look at the 
``CheckHNSWConnectedness`` for correctness.
   
   This may or may not be an issue for different system given that this is 
'approximate' nearest neighbour search. But in my opinion it is worth exploring 
more and if possible some fix. 
   
   Next I will try to reproduce with multiple segments and try to find the 
cause and fix for it.


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