Datasets:

ClarusC64
/

network-telemetry-signal-coherence-loss-v0.1

uid stringclasses 10 values	dataset_id stringclasses 1 value	year int64 2.02k 2.02k	network_scope stringclasses 4 values	metrics_stream_alive stringclasses 2 values	logs_stream_alive stringclasses 2 values	traces_stream_alive stringclasses 2 values	alert_signal_consistent stringclasses 2 values	data_delay_ms int64 120 6k	missing_metrics_pct float64 0.5 35	false_alerts_detected 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 2 values	source_citation stringclasses 1 value
NTM-001	network-telemetry-signal-coherence-loss-v0.1	2,024	datacenter	yes	yes	yes	yes	120	0.5	no	All telemetry aligned and timely.	Is telemetry coherence stable. Answer coherent or incoherent.	coherent	Observability intact.	stable_service	Synthetic
NTM-002	network-telemetry-signal-coherence-loss-v0.1	2,024	datacenter	no	yes	no	no	3,500	18	yes	Metrics missing and delayed; alerts unreliable.	Is telemetry coherence stable. Answer coherent or incoherent.	incoherent	Monitoring blind spots.	incident_risk	Synthetic
NTM-003	network-telemetry-signal-coherence-loss-v0.1	2,023	cloud	yes	yes	yes	yes	140	0.6	no	Cloud observability stable.	Is telemetry coherence stable. Answer coherent or incoherent.	coherent	Signals aligned.	stable_service	Synthetic
NTM-004	network-telemetry-signal-coherence-loss-v0.1	2,023	cloud	yes	no	no	no	4,200	22	yes	Logs missing; alerts inconsistent.	Is telemetry coherence stable. Answer coherent or incoherent.	incoherent	Partial visibility.	incident_risk	Synthetic
NTM-005	network-telemetry-signal-coherence-loss-v0.1	2,022	enterprise	yes	yes	yes	yes	200	0.8	no	Enterprise telemetry aligned.	Is telemetry coherence stable. Answer coherent or incoherent.	coherent	Healthy monitoring.	stable_service	Synthetic
NTM-006	network-telemetry-signal-coherence-loss-v0.1	2,022	enterprise	no	no	yes	no	5,000	25	yes	Telemetry blackout and alert noise.	Is telemetry coherence stable. Answer coherent or incoherent.	incoherent	Loss of observability.	incident_risk	Synthetic
NTM-007	network-telemetry-signal-coherence-loss-v0.1	2,021	isp	yes	yes	yes	yes	180	0.7	no	ISP monitoring stable.	Is telemetry coherence stable. Answer coherent or incoherent.	coherent	Signals consistent.	stable_service	Synthetic
NTM-008	network-telemetry-signal-coherence-loss-v0.1	2,021	isp	no	yes	no	no	3,800	20	yes	Metrics pipeline failure; alert storm.	Is telemetry coherence stable. Answer coherent or incoherent.	incoherent	Signal collapse.	incident_risk	Synthetic
NTM-009	network-telemetry-signal-coherence-loss-v0.1	2,020	datacenter	yes	yes	yes	yes	150	0.5	no	Telemetry intact.	Is telemetry coherence stable. Answer coherent or incoherent.	coherent	Monitoring works.	stable_service	Synthetic
NTM-010	network-telemetry-signal-coherence-loss-v0.1	2,020	datacenter	no	no	no	no	6,000	35	yes	Complete observability failure.	Is telemetry coherence stable. Answer coherent or incoherent.	incoherent	Blind operation risk.	incident_risk	Synthetic

What this repo is for

Detect when monitoring systems stop reflecting reality.

Covers real operator risk:

missing metrics

delayed telemetry

alert storms

false positives

blind operation

If telemetry coherence fails operators lose visibility before outages happen.

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