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": 0.627,
"id": "ATLAS-102884",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T00:04:00Z",
"trace_id": "59435bfc-c12e-7f4d-ceaf-c6a7d32990c9"
} | {
"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-EXPLORE-0.26"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.673,
"latency_ms": 3768,
"timestamp": "2026-01-02T23:24:39.989732Z",
"value_at_risk_usd": 1115531.13
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 30,
"confidence_threshold": 0.782,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -14.03
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.708",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.654,
"signal_conflicts": [
"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": 0.737,
"id": "ATLAS-107278",
"outcome": "executed_with_caveats",
"strategic_value": "high",
"timestamp": "2026-01-06T01:18:00Z",
"trace_id": "1850ac1c-bedc-6f4f-2140-2c1477dd7165"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.32"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.652,
"latency_ms": 3753,
"timestamp": "2026-01-06T01:10:28.766572Z",
"value_at_risk_usd": 2777811.52
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 124,
"confidence_threshold": 0.59,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 7.47
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.717",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.743,
"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": 0.545,
"id": "ATLAS-105897",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T02:17:00Z",
"trace_id": "b50b95b2-d0ac-3373-3db2-a96e81f833dc"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.52"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.586,
"latency_ms": 2116,
"timestamp": "2026-01-05T01:25:26.399805Z",
"value_at_risk_usd": 21602897.74
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 136,
"confidence_threshold": 0.619,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 69.59
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.759",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.778,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.878,
"id": "ATLAS-100222",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-01T03:42:00Z",
"trace_id": "34a91b86-7ec3-91ef-44ad-2484b1123048"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.724,
"latency_ms": 237,
"timestamp": "2026-01-01T02:43:14.692380Z",
"value_at_risk_usd": 12557248.85
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 42,
"confidence_threshold": 0.631,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_experimental_information_gain",
"winning_branch_reward": 6
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.689",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.587,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.613,
"id": "ATLAS-109308",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T11:08:00Z",
"trace_id": "2aa21d8c-f2f4-ceef-9e49-47880dc40c8d"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.58"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.643,
"latency_ms": 2844,
"timestamp": "2026-01-07T07:45:02.977217Z",
"value_at_risk_usd": 7944351.14
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 32,
"confidence_threshold": 0.639,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 15.57
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.596",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.873,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.852,
"id": "ATLAS-103086",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T03:26:00Z",
"trace_id": "49a64204-54f8-bd53-39c1-1add85c3dbda"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.87"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.669,
"latency_ms": 3146,
"timestamp": "2026-01-03T01:40:17.369711Z",
"value_at_risk_usd": 21125918.36
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 87,
"confidence_threshold": 0.831,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 67.07
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.619",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.605,
"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": 0.832,
"id": "ATLAS-104020",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-03T19:00:00Z",
"trace_id": "e02d7e9c-ccb2-b6ce-1cb9-49d8b67afb85"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.56"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.77,
"latency_ms": 1131,
"timestamp": "2026-01-03T17:28:21.145332Z",
"value_at_risk_usd": 21206507.21
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 45,
"confidence_threshold": 0.759,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": -16.95
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.727",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.527,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.605,
"id": "ATLAS-101571",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-02T02:11:00Z",
"trace_id": "f6cc5177-5a69-2370-11f3-3e26345b3e3e"
} | {
"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-EXPLORE-0.11"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.68,
"latency_ms": 552,
"timestamp": "2026-01-02T02:09:43.142643Z",
"value_at_risk_usd": 9798468.55
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",
... | {
"branches_evaluated": 37,
"confidence_threshold": 0.551,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 16.36
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.821",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.823,
"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": 0.792,
"id": "ATLAS-109389",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-07T12:29:00Z",
"trace_id": "a84ba006-3c9a-fb91-098e-5be78ff15a7c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.25"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.522,
"latency_ms": 2122,
"timestamp": "2026-01-07T09:35:22.400707Z",
"value_at_risk_usd": 18322399.82
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 27,
"confidence_threshold": 0.626,
"counterfactual_considered": true,
"decision_depth": 12,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 10.79
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.669",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.733,
"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": 0.517,
"id": "ATLAS-106204",
"outcome": "partial_success",
"strategic_value": "critical",
"timestamp": "2026-01-05T07:24:00Z",
"trace_id": "2e9cb257-b956-2808-2ec4-f28a59bc7332"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.2"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.679,
"latency_ms": 676,
"timestamp": "2026-01-05T05:50:12.630076Z",
"value_at_risk_usd": 5302495.02
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 57,
"confidence_threshold": 0.862,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 46.05
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.643",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.579,
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.794,
"id": "ATLAS-109644",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-07T16:44:00Z",
"trace_id": "62e8db0a-69d8-1a59-0b2b-f4ffce4efa55"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.73"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.847,
"latency_ms": 3292,
"timestamp": "2026-01-07T13:10:04.354477Z",
"value_at_risk_usd": 6449090.36
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 48,
"confidence_threshold": 0.56,
"counterfactual_considered": true,
"decision_depth": 8,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 56.54
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.645",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.942,
"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": 0.445,
"id": "ATLAS-100162",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-01T02:42:00Z",
"trace_id": "9696dc6c-671a-dde5-86b8-afefad443c48"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.52"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.695,
"latency_ms": 987,
"timestamp": "2026-01-01T00:43:31.838983Z",
"value_at_risk_usd": 18422783.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 84,
"confidence_threshold": 0.629,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 32.35
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.74",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.707,
"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": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.639,
"id": "ATLAS-106243",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-05T08:03:00Z",
"trace_id": "5d4618a1-b140-0682-5f3b-d6e91c5a5775"
} | {
"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-0.5"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.881,
"latency_ms": 2962,
"timestamp": "2026-01-05T05:25:12.159748Z",
"value_at_risk_usd": 10338517.07
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 80,
"confidence_threshold": 0.698,
"counterfactual_considered": false,
"decision_depth": 10,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 40.49
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.766",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.937,
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} | {
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} |
1.0.0-atlas-apex-sample | {
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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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1.0.0-atlas-apex-sample | {
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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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1.0.0-atlas-apex-sample | {
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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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