After hours spent on trying to troubleshoot the problem, it seems the issue comes from the BatchWrite class provided by py2neo. For now, it seems that crreating a new instance of BatchWrite at each iteration of the process and calling run() method instead of submit() may help to solve the problem. The problem with this "solution" is that run() doesn't seem to propagate exceptions. :( Investigation in progress...
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