How can we do Entity matching in ES ?
Eg. A Company name can have different variations.
- USA Tech Ltd
- USA Tech LLC
- USA Tech Asia Ltd
If the above data is present in ES in the Name field, and a 4th value =
"USA Euro Tech Ltd" then it should identify that all the Names are same.
How can we do that in ES ?
Right now, I am trying to use Fuzzy on the complete data set (~100K to 1Mn
docs) and getting the top 20 matches, loading them in memory and running an
external Jaro Wrinkler library ( Java-Lucene) on the 20 matches.
Is there a way to directly do Entity matching on the fields in ES ?
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