uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | network_scope stringclasses 4
values | change_type stringclasses 5
values | maintenance_window_defined stringclasses 1
value | pre_change_validation_done stringclasses 2
values | rollback_plan_ready stringclasses 2
values | blast_radius_known stringclasses 2
values | post_change_monitoring_active stringclasses 2
values | incident_occurred stringclasses 2
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NCW-001 | network-change-window-coherence-risk-v0.1 | 2,024 | 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 | 2,024 | 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 | 2,023 | 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 | 2,023 | 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 | 2,022 | 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 | 2,022 | 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 | 2,021 | 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 | 2,021 | 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 | 2,020 | 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 | 2,020 | 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 |
What this repo is for
Detect risky network changes before you push them.
This is daily SRE reality:
missing pre-checks
no rollback plan
unknown blast radius
no monitoring after change
outages during maintenance windows
Use it to train models that score change readiness.
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