diff --git a/internal/locate/region_cache.go b/internal/locate/region_cache.go
index 005a98e985..177a44571f 100644
--- a/internal/locate/region_cache.go
+++ b/internal/locate/region_cache.go
@@ -2164,10 +2164,11 @@ func (c *RegionCache) PDClient() pd.Client {
 	return c.pdClient
 }
 
-// GetTiFlashStores returns the information of all tiflash nodes.
+// GetTiFlashStores returns the information of all tiflash nodes. Like `GetAllStores`, the method only returns resolved
+// stores so that users won't be bothered by tombstones. (related issue: https://github.com/pingcap/tidb/issues/46602)
 func (c *RegionCache) GetTiFlashStores(labelFilter LabelFilter) []*Store {
 	return c.filterStores(nil, func(s *Store) bool {
-		return s.storeType == tikvrpc.TiFlash && labelFilter(s.labels)
+		return s.storeType == tikvrpc.TiFlash && labelFilter(s.labels) && s.getResolveState() == resolved
 	})
 }
 
diff --git a/internal/locate/store_cache.go b/internal/locate/store_cache.go
index 235cbd0a1d..5defacbe40 100644
--- a/internal/locate/store_cache.go
+++ b/internal/locate/store_cache.go
@@ -411,7 +411,7 @@ func (s *Store) reResolve(c storeCache) (bool, error) {
 	if store == nil || store.GetState() == metapb.StoreState_Tombstone {
 		// store has be removed in PD, we should invalidate all regions using those store.
 		logutil.BgLogger().Info("invalidate regions in removed store",
-			zap.Uint64("store", s.storeID), zap.String("add", s.addr))
+			zap.Uint64("store", s.storeID), zap.String("addr", s.addr))
 		atomic.AddUint32(&s.epoch, 1)
 		s.setResolveState(tombstone)
 		metrics.RegionCacheCounterWithInvalidateStoreRegionsOK.Inc()