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": 0.714,
"id": "ATLAS-100428",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T07:08:00Z",
"trace_id": "7f5ac17a-a926-550e-5995-e5f44c8545c1"
} | {
"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-EXPLOIT-0.69"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.958,
"latency_ms": 101,
"timestamp": "2026-01-01T05:41:50.866318Z",
"value_at_risk_usd": 19107524.86
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 116,
"confidence_threshold": 0.788,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 61.49
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.754",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.677,
"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": 0.954,
"id": "ATLAS-106519",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-05T12:39:00Z",
"trace_id": "0536b922-0e1c-51e2-d564-7c2e61f733fa"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.39"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.902,
"latency_ms": 277,
"timestamp": "2026-01-05T10:07:05.112830Z",
"value_at_risk_usd": 17645599.03
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.68,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 71.38
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.715",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.568,
"signal_conflicts": [
"temporal_inversion",
"fidelity_mismatch"
]
} | {
"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": 0.584,
"id": "ATLAS-106091",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-05T05:31:00Z",
"trace_id": "47076367-6465-2ee3-45ee-1120bffc0f51"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.54"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.811,
"latency_ms": 310,
"timestamp": "2026-01-05T05:13:20.851164Z",
"value_at_risk_usd": 10147077.04
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 38,
"confidence_threshold": 0.766,
"counterfactual_considered": false,
"decision_depth": 4,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 1.58
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.655",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.751,
"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": 0.866,
"id": "ATLAS-108573",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-06T22:53:00Z",
"trace_id": "e8798a20-43e1-460b-cc23-76443f123121"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.57"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.688,
"latency_ms": 2860,
"timestamp": "2026-01-06T22:01:45.519013Z",
"value_at_risk_usd": 22083056.66
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 17,
"confidence_threshold": 0.696,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 16.43
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.751",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.96,
"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": 0.618,
"id": "ATLAS-105643",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-04T22:03:00Z",
"trace_id": "d690c34a-ecc4-1a6e-5c21-f3a84a227eed"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.33"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.675,
"latency_ms": 521,
"timestamp": "2026-01-04T19:02:16.244615Z",
"value_at_risk_usd": 2716186.45
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 54,
"confidence_threshold": 0.658,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 61.41
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.83",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.647,
"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": 0.723,
"id": "ATLAS-101990",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T09:10:00Z",
"trace_id": "fedc0961-6aa1-177c-fc68-66d592ff31fb"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.37"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.841,
"latency_ms": 3123,
"timestamp": "2026-01-02T08:01:34.791370Z",
"value_at_risk_usd": 17731343.21
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 29,
"confidence_threshold": 0.645,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -17.3
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.749,
"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": 0.668,
"id": "ATLAS-102311",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T14:31:00Z",
"trace_id": "a21b0ed9-aadd-ef66-4f94-ae1b74c792e5"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.641,
"latency_ms": 1640,
"timestamp": "2026-01-02T12:08:02.832011Z",
"value_at_risk_usd": 19211459
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 94,
"confidence_threshold": 0.914,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 77.66
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.662",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.502,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"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": 0.749,
"id": "ATLAS-107384",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-06T03:04:00Z",
"trace_id": "e91a3cc0-b6a7-19e2-7e0d-c9be05d78282"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.38"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.853,
"latency_ms": 2900,
"timestamp": "2026-01-06T00:10:41.666307Z",
"value_at_risk_usd": 11407250.57
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 74,
"confidence_threshold": 0.781,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 76.42
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.864",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.959,
"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": 0.52,
"id": "ATLAS-108710",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T01:10:00Z",
"trace_id": "5afc0f52-d65b-388e-9c1e-6a29ff1d031e"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.18"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.587,
"latency_ms": 705,
"timestamp": "2026-01-06T23:06:25.461236Z",
"value_at_risk_usd": 13457998.88
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 42,
"confidence_threshold": 0.592,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 53.87
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.664",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.689,
"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": 0.435,
"id": "ATLAS-102781",
"outcome": "rolled_back",
"strategic_value": "low",
"timestamp": "2026-01-02T22:21:00Z",
"trace_id": "73331f8e-91ea-782a-f66d-022646b0fe71"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.4"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.574,
"latency_ms": 3531,
"timestamp": "2026-01-02T19:59:07.512056Z",
"value_at_risk_usd": 18872599.26
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 59,
"confidence_threshold": 0.794,
"counterfactual_considered": false,
"decision_depth": 7,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 12.98
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.809",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.828,
"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-102285",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-02T14:05:00Z",
"trace_id": "64f99cd3-38cf-7803-b48e-17e3f9bdde8a"
} | {
"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-0.75"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.711,
"latency_ms": 2005,
"timestamp": "2026-01-02T10:54:00.869433Z",
"value_at_risk_usd": 8860325.73
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 73,
"confidence_threshold": 0.779,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 43.34
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.755",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.691,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"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": 0.827,
"id": "ATLAS-108588",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-06T23:08:00Z",
"trace_id": "23a695a0-e912-7612-1d8a-29bbb01b6078"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.64"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.559,
"latency_ms": 2395,
"timestamp": "2026-01-06T21:40:08.896032Z",
"value_at_risk_usd": 5061300.29
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 33,
"confidence_threshold": 0.698,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 2.32
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.634",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.643,
"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": 0.48,
"id": "ATLAS-101833",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-02T06:33:00Z",
"trace_id": "964b8799-8e74-c873-849c-76981e684379"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.551,
"latency_ms": 1170,
"timestamp": "2026-01-02T03:40:06.170846Z",
"value_at_risk_usd": 24465407.75
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 125,
"confidence_threshold": 0.807,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -15.98
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.804",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.653,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
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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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} |
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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} |
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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} |
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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} |
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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"timestamp": "2026-01-02T00:11:28.316604Z",
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},
{
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} | {
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} | {
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],
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} |
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