GEOS Topology Exception While Using geopandas.dissolve

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When I am using dissolve function from Geopandas I am getting the following error:

shapely.errors.GEOSException: Topology Exception: side location conflict at ... 

I have checked the validity using both is_valid of Geopandas and explain_validity of shapely both are unable to find any invalid geometries.

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