Released PVs are not deleted

I have noticed that after draining a node, the Released PVs with ReclaimPolicy set to Delete never get deleted. When running kubectl describe pv <name>, I can see the following:

Name:              pvc-3f138b3b-2c1d-4737-b53b-1e4ac53e5b92
Labels:            <none>
Annotations:       local.path.provisioner/selected-node: k3s-agent-md-ars
                   pv.kubernetes.io/provisioned-by: rancher.io/local-path
Finalizers:        [kubernetes.io/pv-protection]
StorageClass:      local-path
Status:            Released
Claim:             default/persistence-rabbitmq-cluster-server-0
Reclaim Policy:    Delete
Access Modes:      RWO
VolumeMode:        Filesystem
Capacity:          4Gi
Node Affinity:
  Required Terms:
    Term 0:        kubernetes.io/hostname in [k3s-agent-md-ars]
Message:
Source:
    Type:  LocalVolume (a persistent volume backed by local storage on a node)
    Path:  /var/lib/rancher/k3s/storage/pvc-3f138b3b-2c1d-4737-b53b-1e4ac53e5b92_default_persistence-rabbitmq-cluster-server-0
Events:
  Type     Reason              Age                   From                                                                                                Message
  ----     ------              ----                  ----                                                                                                -------
  Warning  VolumeFailedDelete  3m57s (x15 over 83m)  rancher.io/local-path_local-path-provisioner-5ccc7458d5-xlcdg_3c7bbb98-4bc1-4768-95cb-2e6f3ee20a30  failed to delete volume pvc-3f138b3b-2c1d-4737-b53b-1e4ac53e5b92: failed to delete volume pvc-3f138b3b-2c1d-4737-b53b-1e4ac53e5b92: create process timeout after 120 seconds

The node is uncordoned after few minutes and is in ready state. Could it be that the local-path gives up after 120s and never tries to clean up the released PVs? If so, can I change some config to keep trying longer?

rancher / local-path-provisioner

Released PVs are not deleted #452