schema_version stringclasses 1
value | event dict | identity_context dict | causal_telemetry_stream listlengths 7 7 | reasoning_trace dict | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-atlas-apex-sample | {
"confidence": 0.723,
"id": "ATLAS-109051",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T06:51:00Z",
"trace_id": "ea1fe68d-a86b-b86d-3fc6-4fe87c84f25a"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.16"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.529,
"latency_ms": 3097,
"timestamp": "2026-01-07T03:56:31.180885Z",
"value_at_risk_usd": 12336850.91
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 58,
"confidence_threshold": 0.713,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 36.66
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.63",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.771,
"signal_conflicts": [
"value_at_risk_divergence",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.88,
"id": "ATLAS-101643",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T03:23:00Z",
"trace_id": "7a66bbed-56c1-63e6-609f-5aae01a8de64"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.51"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.964,
"latency_ms": 387,
"timestamp": "2026-01-01T23:30:23.789848Z",
"value_at_risk_usd": 20731087.61
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 43,
"confidence_threshold": 0.701,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 65.73
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.76",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.746,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.917,
"id": "ATLAS-104672",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-04T05:52:00Z",
"trace_id": "19b544b8-a7b5-96f0-8beb-ac5416ee7d2e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.4"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.505,
"latency_ms": 2754,
"timestamp": "2026-01-04T01:57:52.233686Z",
"value_at_risk_usd": 12422202.92
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 17,
"confidence_threshold": 0.56,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 59.43
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.732",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.797,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.635,
"id": "ATLAS-109286",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T10:46:00Z",
"trace_id": "4b1507c8-7be5-49bb-5109-db1a1da582e9"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.53"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.581,
"latency_ms": 219,
"timestamp": "2026-01-07T08:27:52.662415Z",
"value_at_risk_usd": 19594865.13
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 56,
"confidence_threshold": 0.661,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 74.32
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.774",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.715,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.73,
"id": "ATLAS-102397",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T15:57:00Z",
"trace_id": "fbe8cd05-a7f8-64d2-25eb-484055d6c94e"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.56"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.691,
"latency_ms": 116,
"timestamp": "2026-01-02T13:11:46.835891Z",
"value_at_risk_usd": 2268799.88
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 81,
"confidence_threshold": 0.675,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 57.55
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.798",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.625,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.875,
"id": "ATLAS-100836",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-01T13:56:00Z",
"trace_id": "d2d66eaa-825e-1815-9f34-724644795120"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.883,
"latency_ms": 2437,
"timestamp": "2026-01-01T10:49:36.151052Z",
"value_at_risk_usd": 10805763.27
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 51,
"confidence_threshold": 0.569,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 10.13
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.74",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.581,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.909,
"id": "ATLAS-108456",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-06T20:56:00Z",
"trace_id": "544b1c8e-f9d9-1056-7e14-ee65ed1816e3"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.68"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.925,
"latency_ms": 2342,
"timestamp": "2026-01-06T19:55:26.515209Z",
"value_at_risk_usd": 18569892.95
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 51,
"confidence_threshold": 0.826,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 70.29
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.822",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.858,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.739,
"id": "ATLAS-101690",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T04:10:00Z",
"trace_id": "28065194-6d0f-5bd1-90a3-98be2b658a85"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.79"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.98,
"latency_ms": 3612,
"timestamp": "2026-01-02T01:58:39.365238Z",
"value_at_risk_usd": 5190054.37
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 107,
"confidence_threshold": 0.841,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 29.39
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.844",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.509,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.671,
"id": "ATLAS-100891",
"outcome": "objective_achieved",
"strategic_value": "transformative",
"timestamp": "2026-01-01T14:51:00Z",
"trace_id": "f821a405-2280-3be7-0e2f-07a5ecdc7b52"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.9"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.763,
"latency_ms": 3483,
"timestamp": "2026-01-01T13:53:10.814651Z",
"value_at_risk_usd": 10883534.58
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 20,
"confidence_threshold": 0.863,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 15
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.72",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.62,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.542,
"id": "ATLAS-101673",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T03:53:00Z",
"trace_id": "ea2c0cb1-321f-22ad-9095-812f2605269b"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.63"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.917,
"latency_ms": 1635,
"timestamp": "2026-01-02T01:29:58.361315Z",
"value_at_risk_usd": 13950353.48
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 14,
"confidence_threshold": 0.895,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 71.27
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.725",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.827,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.804,
"id": "ATLAS-109160",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-07T08:40:00Z",
"trace_id": "3942a27b-2693-2aa7-0143-6a29a2eac32c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.75"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.526,
"latency_ms": 1155,
"timestamp": "2026-01-07T08:10:17.204757Z",
"value_at_risk_usd": 9418879.6
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 35,
"confidence_threshold": 0.88,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 45.69
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.66",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.578,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.552,
"id": "ATLAS-100595",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T09:55:00Z",
"trace_id": "e4f96eed-d192-dcc4-125e-a338a9c84868"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.66"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.704,
"latency_ms": 2037,
"timestamp": "2026-01-01T09:00:12.111631Z",
"value_at_risk_usd": 10800574.93
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 52,
"confidence_threshold": 0.777,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 87.82
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.683",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.735,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.45,
"id": "ATLAS-102606",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-02T19:26:00Z",
"trace_id": "5efa5c3e-25db-68b2-0c9e-7d69efb884a3"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.53"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.903,
"latency_ms": 400,
"timestamp": "2026-01-02T17:09:59.283584Z",
"value_at_risk_usd": 3414157.95
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 55,
"confidence_threshold": 0.709,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 10.37
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.758",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.713,
"signal_conflicts": []
} | {
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} | {
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],
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} | [
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T19:26:00Z",
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} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "c83f712d-faba-48c6-5950-5f33edb926db"
} | {
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],
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} | [
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "04f6b044-5685-803f-d356-5471893e05f1"
} | {
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],
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} | [
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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"timestamp": "2026-01-04T06:07:05.654256Z",
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "9bc0af89-2493-6b83-ff01-80c278028131"
} | {
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} | [
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},
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-04T01:44:00Z",
"trace_id": "ebf329c3-a3b2-116c-f095-36d1049ae53b"
} | {
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} | [
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"timestamp": "2026-01-03T22:04:28.673678Z",
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T10:26:00Z",
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} | {
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} | [
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},
{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T23:34:00Z",
"trace_id": "12b6d5f7-48ed-32a0-2ae6-0e2fcd07f41f"
} | {
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} | [
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{
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} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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} | {
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],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
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