Get node_type entity for default value in form
You can load a node_type entity by specifying the node type id

$node_type_entity = \Drupal\node\Entity\NodeType::load($node_type_id);


or if you have multiple node types an array of entities:

$node_type_entities = \Drupal\node\Entity\NodeType::loadMultiple($node_type_ids);