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": 0.934,
"id": "ATLAS-101548",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-02T01:48:00Z",
"trace_id": "4da5e82a-dc08-c511-91d8-1d753f4e1352"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.53"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.922,
"latency_ms": 171,
"timestamp": "2026-01-02T00:51:37.360114Z",
"value_at_risk_usd": 19041757.08
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 72,
"confidence_threshold": 0.837,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 11.44
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.722",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.898,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.91,
"id": "ATLAS-107893",
"outcome": "partial_success",
"strategic_value": "low",
"timestamp": "2026-01-06T11:33:00Z",
"trace_id": "86fee70b-c0c9-5411-157a-6dbb648063fa"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.18"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.595,
"latency_ms": 3679,
"timestamp": "2026-01-06T09:54:04.423085Z",
"value_at_risk_usd": 11071852.5
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 51,
"confidence_threshold": 0.885,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 57.89
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.617",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.662,
"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": 0.657,
"id": "ATLAS-107396",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-06T03:16:00Z",
"trace_id": "504ff8d6-14c0-280f-08ec-8428974d6c7d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.8"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.51,
"latency_ms": 2534,
"timestamp": "2026-01-06T00:47:31.121175Z",
"value_at_risk_usd": 2488577.1
},
{
"data_source": "simulation_twin",
"domain": ... | {
"branches_evaluated": 22,
"confidence_threshold": 0.806,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -7.05
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.743",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.804,
"signal_conflicts": [
"temporal_inversion"
]
} | {
"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": 0.527,
"id": "ATLAS-102288",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-02T14:08:00Z",
"trace_id": "898a71fa-67e9-9edc-b032-965e2a3f3d7c"
} | {
"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-AGGRESSIVE-0.7"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.749,
"latency_ms": 2894,
"timestamp": "2026-01-02T10:15:01.133352Z",
"value_at_risk_usd": 20972983.65
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 161,
"confidence_threshold": 0.753,
"counterfactual_considered": false,
"decision_depth": 14,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 61.41
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.746",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.681,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.456,
"id": "ATLAS-100546",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T09:06:00Z",
"trace_id": "d42c80a2-b576-7c1a-659f-86ba11b9e56c"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.44"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.895,
"latency_ms": 1173,
"timestamp": "2026-01-01T05:59:41.105247Z",
"value_at_risk_usd": 4041114.61
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 11,
"confidence_threshold": 0.826,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 20.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.677",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.837,
"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": 0.923,
"id": "ATLAS-100482",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T08:02:00Z",
"trace_id": "37e54364-44f2-6286-47d6-1fef43ba5ffa"
} | {
"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-HYBRID-0.74"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.729,
"latency_ms": 2722,
"timestamp": "2026-01-01T05:10:51.137051Z",
"value_at_risk_usd": 11443793.76
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 32,
"confidence_threshold": 0.622,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 50.24
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.711",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.745,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"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": 0.667,
"id": "ATLAS-107546",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-06T05:46:00Z",
"trace_id": "33ba45e2-d9bd-edb5-7199-faed41f87fba"
} | {
"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-0.53"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.647,
"latency_ms": 1207,
"timestamp": "2026-01-06T01:48:34.533616Z",
"value_at_risk_usd": 10772222.36
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 121,
"confidence_threshold": 0.888,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -4.77
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.761",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.919,
"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": 0.467,
"id": "ATLAS-108497",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-06T21:37:00Z",
"trace_id": "2de7eb77-4876-9e3f-6db7-02352366ba76"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.35"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.949,
"latency_ms": 835,
"timestamp": "2026-01-06T19:32:10.078385Z",
"value_at_risk_usd": 13110846.88
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 81,
"confidence_threshold": 0.766,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 76.56
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.792",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.756,
"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": 0.415,
"id": "ATLAS-101006",
"outcome": "executed_with_caveats",
"strategic_value": "critical",
"timestamp": "2026-01-01T16:46:00Z",
"trace_id": "814c31b2-aed9-9198-9c74-c9449857448c"
} | {
"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-EXPLORE-0.23"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.745,
"latency_ms": 1274,
"timestamp": "2026-01-01T14:49:14.102164Z",
"value_at_risk_usd": 18342893.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 64,
"confidence_threshold": 0.836,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 87.69
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.757",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.872,
"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": 0.63,
"id": "ATLAS-104370",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T00:50:00Z",
"trace_id": "a0252dd7-a255-8ff2-f852-d2d1e3c86d12"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.62,
"latency_ms": 1631,
"timestamp": "2026-01-04T00:32:12.182802Z",
"value_at_risk_usd": 7391052.42
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 20,
"confidence_threshold": 0.655,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 23.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.769",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.618,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.817,
"id": "ATLAS-106913",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-05T19:13:00Z",
"trace_id": "cb68d8ec-906d-ee12-1a26-d6466b9eb17d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.631,
"latency_ms": 3754,
"timestamp": "2026-01-05T16:23:56.893504Z",
"value_at_risk_usd": 4071165.31
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 92,
"confidence_threshold": 0.585,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": -26.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.71",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.776,
"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": 0.544,
"id": "ATLAS-101676",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T03:56:00Z",
"trace_id": "c52fb978-8c5b-e847-b16e-76bda1e0d876"
} | {
"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-CONSERVATIVE-0.66"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.649,
"latency_ms": 934,
"timestamp": "2026-01-01T23:57:06.726278Z",
"value_at_risk_usd": 4587434.24
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 87,
"confidence_threshold": 0.818,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 12.28
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.693",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.511,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"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": 0.848,
"id": "ATLAS-102611",
"outcome": "executed_with_caveats",
"strategic_value": "transformative",
"timestamp": "2026-01-02T19:31:00Z",
"trace_id": "89b40919-25b5-19ea-d0e5-350ef783bac0"
} | {
"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-0.57"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.699,
"latency_ms": 3266,
"timestamp": "2026-01-02T19:22:19.834056Z",
"value_at_risk_usd": 15300179.97
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 125,
"confidence_threshold": 0.666,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 0.17
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.793",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.767,
"signal_conflicts": []
} | {
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} | {
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-06T23:37:00Z",
"trace_id": "61c7298f-8d7e-ed62-7ef3-1c455e2ff37d"
} | {
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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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"trace_id": "6847951c-0ad7-d6d9-0481-bb1b3bcd2430"
} | {
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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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} |
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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} |
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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} |
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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"trace_id": "1c4c4391-b54f-a6ad-20be-67a167e412d3"
} | {
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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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