data/train.csv

uid,dataset_id,year,network_scope,change_type,maintenance_window_defined,pre_change_validation_done,rollback_plan_ready,blast_radius_known,post_change_monitoring_active,incident_occurred,ops_summary,question,ground_truth_label,ground_truth_rationale,outcome_signal,source_citation
NCW-001,network-change-window-coherence-risk-v0.1,2024,datacenter,router_upgrade,yes,yes,yes,yes,yes,no,"Planned window, tests done, rollback ready, monitoring active.","Is change-window coherence stable. Answer coherent or incoherent.",coherent,"Change controlled.",stable_service,"Synthetic"
NCW-002,network-change-window-coherence-risk-v0.1,2024,datacenter,router_upgrade,yes,no,no,no,no,yes,"Change rushed, no validation, no rollback, outage during window.","Is change-window coherence stable. Answer coherent or incoherent.",incoherent,"Change control failed.",outage_risk,"Synthetic"
NCW-003,network-change-window-coherence-risk-v0.1,2023,isp,policy_update,yes,yes,yes,yes,yes,no,"Policy change staged with guardrails.","Is change-window coherence stable. Answer coherent or incoherent.",coherent,"Safe rollout.",stable_service,"Synthetic"
NCW-004,network-change-window-coherence-risk-v0.1,2023,isp,policy_update,yes,no,yes,no,no,yes,"Rollback exists but blast radius unknown; impact occurs.","Is change-window coherence stable. Answer coherent or incoherent.",incoherent,"Insufficient controls.",incident_risk,"Synthetic"
NCW-005,network-change-window-coherence-risk-v0.1,2022,enterprise,sdwan_template,yes,yes,yes,yes,yes,no,"Template updated with tests and monitoring.","Is change-window coherence stable. Answer coherent or incoherent.",coherent,"Controlled deployment.",stable_service,"Synthetic"
NCW-006,network-change-window-coherence-risk-v0.1,2022,enterprise,sdwan_template,yes,no,no,no,no,yes,"Template pushed globally; widespread disruption.","Is change-window coherence stable. Answer coherent or incoherent.",incoherent,"Blast radius unmanaged.",outage_risk,"Synthetic"
NCW-007,network-change-window-coherence-risk-v0.1,2021,cloud,firewall_rule,yes,yes,yes,yes,yes,no,"Firewall rule change validated.","Is change-window coherence stable. Answer coherent or incoherent.",coherent,"Safe change.",stable_service,"Synthetic"
NCW-008,network-change-window-coherence-risk-v0.1,2021,cloud,firewall_rule,yes,no,no,no,no,yes,"Rule change breaks connectivity; no rollback; incident.","Is change-window coherence stable. Answer coherent or incoherent.",incoherent,"Change failure.",incident_risk,"Synthetic"
NCW-009,network-change-window-coherence-risk-v0.1,2020,datacenter,link_migration,yes,yes,yes,yes,yes,no,"Link migrated smoothly with checks.","Is change-window coherence stable. Answer coherent or incoherent.",coherent,"Migration controlled.",stable_service,"Synthetic"
NCW-010,network-change-window-coherence-risk-v0.1,2020,datacenter,link_migration,yes,no,yes,no,no,yes,"Partial controls; monitoring off; incident occurred.","Is change-window coherence stable. Answer coherent or incoherent.",incoherent,"Operational coherence missing.",incident_risk,"Synthetic"