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": 0.837,
"id": "ATLAS-106344",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-05T09:44:00Z",
"trace_id": "a4e9b265-e7b3-ed52-f62b-a70a6dd1d88b"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.75"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.617,
"latency_ms": 113,
"timestamp": "2026-01-05T08:39:40.356399Z",
"value_at_risk_usd": 17588314.85
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 74,
"confidence_threshold": 0.893,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -2.33
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.686",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.874,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.42,
"id": "ATLAS-101157",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T19:17:00Z",
"trace_id": "7421383a-58b0-e6c9-069d-893d86d40c98"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.88"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.452,
"latency_ms": 2561,
"timestamp": "2026-01-01T15:55:29.618579Z",
"value_at_risk_usd": 14159047.91
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 20,
"confidence_threshold": 0.782,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 70.52
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.777",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.64,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.523,
"id": "ATLAS-102529",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-02T18:09:00Z",
"trace_id": "844eed38-2865-c46e-2c07-b488fca3e70e"
} | {
"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-CONSERVATIVE-0.25"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.636,
"latency_ms": 1518,
"timestamp": "2026-01-02T15:58:06.195007Z",
"value_at_risk_usd": 8473485.34
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 51,
"confidence_threshold": 0.788,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -2.15
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.814",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.64,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.618,
"id": "ATLAS-106893",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-05T18:53:00Z",
"trace_id": "d349e622-e96b-3643-d632-378cce205ee0"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.3"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.9,
"latency_ms": 1595,
"timestamp": "2026-01-05T16:40:12.158661Z",
"value_at_risk_usd": 12664127.3
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 47,
"confidence_threshold": 0.771,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 16.52
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.784",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.551,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.849,
"id": "ATLAS-103665",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T13:05:00Z",
"trace_id": "0f4c5403-7d2d-d142-0cbb-24e20502ad87"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.881,
"latency_ms": 3496,
"timestamp": "2026-01-03T11:42:07.035920Z",
"value_at_risk_usd": 22239196.49
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 127,
"confidence_threshold": 0.838,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 78.58
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.807",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.876,
"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": 0.422,
"id": "ATLAS-109071",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T07:11:00Z",
"trace_id": "92520210-9efb-b649-822f-8a448f7ac86f"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.57"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.715,
"latency_ms": 3788,
"timestamp": "2026-01-07T03:49:25.563901Z",
"value_at_risk_usd": 16559090.84
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 69,
"confidence_threshold": 0.731,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": -19.82
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.67",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.923,
"signal_conflicts": [
"fidelity_mismatch",
"temporal_inversion"
]
} | {
"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": 0.76,
"id": "ATLAS-107917",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T11:57:00Z",
"trace_id": "5ed875f9-80b7-c9ee-cc34-f690864faac7"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.74"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.75,
"latency_ms": 2353,
"timestamp": "2026-01-06T09:39:22.098459Z",
"value_at_risk_usd": 7628247.21
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 52,
"confidence_threshold": 0.834,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 48.89
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.671",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.667,
"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": 0.906,
"id": "ATLAS-102754",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T21:54:00Z",
"trace_id": "3d58e046-2ac5-389c-fd86-410065c0ade1"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.46"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.662,
"latency_ms": 2120,
"timestamp": "2026-01-02T18:22:06.641764Z",
"value_at_risk_usd": 523222.39
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 18,
"confidence_threshold": 0.778,
"counterfactual_considered": false,
"decision_depth": 6,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": -0.16
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.712",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.616,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.946,
"id": "ATLAS-105081",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T12:41:00Z",
"trace_id": "40008196-29df-83e6-d3b7-ee7c9fb56a62"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.78"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.696,
"latency_ms": 2014,
"timestamp": "2026-01-04T09:04:21.360783Z",
"value_at_risk_usd": 8148361.86
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 18,
"confidence_threshold": 0.768,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 54.35
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.71",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.58,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.683,
"id": "ATLAS-107634",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-06T07:14:00Z",
"trace_id": "e35e45f4-35e6-cfd0-1e0b-feeb6051963c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.33"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.761,
"latency_ms": 1902,
"timestamp": "2026-01-06T05:28:49.179172Z",
"value_at_risk_usd": 12362174.28
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 22,
"confidence_threshold": 0.649,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 69.92
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.691",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.96,
"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": 0.467,
"id": "ATLAS-109973",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T22:13:00Z",
"trace_id": "8387b577-7d1c-b4a2-efc9-fbef49af0017"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.455,
"latency_ms": 3411,
"timestamp": "2026-01-07T20:29:35.953858Z",
"value_at_risk_usd": 19743943.71
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 35,
"confidence_threshold": 0.579,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 25.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.603",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.948,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.508,
"id": "ATLAS-108739",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T01:39:00Z",
"trace_id": "14a8f13c-1adb-b50d-7620-824fcd5227f5"
} | {
"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-AGGRESSIVE-0.7"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.665,
"latency_ms": 161,
"timestamp": "2026-01-07T00:28:54.156740Z",
"value_at_risk_usd": 2847706.89
},
{
"data_source": "simulation_twin",
"domain":... | {
"branches_evaluated": 22,
"confidence_threshold": 0.598,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 52.88
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.742",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.962,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.555,
"id": "ATLAS-106716",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-05T15:56:00Z",
"trace_id": "933a8446-2959-335e-c78f-920c6a74d21b"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.47"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.934,
"latency_ms": 3644,
"timestamp": "2026-01-05T12:00:33.816086Z",
"value_at_risk_usd": 16871990.25
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 43,
"confidence_threshold": 0.747,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 86.74
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.812",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.821,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
"confidence": 0.897,
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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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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"trace_id": "fc787a83-3ad2-69b0-6283-7d38b45d7da8"
} | {
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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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} | {
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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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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-07T13:17:00Z",
"trace_id": "960891a7-98de-beea-68ca-f9da96649daf"
} | {
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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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} | {
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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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} | {
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],
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} | [
{
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"timestamp": "2026-01-06T12:10:25.930093Z",
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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": "2026-01-06T18:39:00Z",
"trace_id": "d13f1fb1-bfe1-ccc2-231f-9ea878e2c7c9"
} | {
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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": "2026-01-07T07:28:00Z",
"trace_id": "73ca86b6-0525-99f8-0e54-224cfd6ea3d1"
} | {
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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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