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": 0.735,
"id": "ATLAS-107868",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-06T11:08:00Z",
"trace_id": "5db63a75-fd27-f7de-7048-f7ced734d1c4"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.29"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.805,
"latency_ms": 1697,
"timestamp": "2026-01-06T07:52:48.555843Z",
"value_at_risk_usd": 1037684.95
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 130,
"confidence_threshold": 0.816,
"counterfactual_considered": false,
"decision_depth": 13,
"primary_objective": "maximize_swarm_resilience",
"winning_branch_reward": 26.79
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.658",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.817,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.512,
"id": "ATLAS-104751",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T07:11:00Z",
"trace_id": "8d842a9b-3c65-59a5-0cc5-edf9156175ee"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.82"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.906,
"latency_ms": 2089,
"timestamp": "2026-01-04T04:02:07.403321Z",
"value_at_risk_usd": 20142023.68
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 58,
"confidence_threshold": 0.672,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 59.94
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.687",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.618,
"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": 0.964,
"id": "ATLAS-101280",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-01T21:20:00Z",
"trace_id": "2f99bf79-66c3-78cb-b43b-541aa7955129"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.22"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.682,
"latency_ms": 2234,
"timestamp": "2026-01-01T18:43:45.460574Z",
"value_at_risk_usd": 1948563.37
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 15,
"confidence_threshold": 0.917,
"counterfactual_considered": false,
"decision_depth": 5,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 15.13
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.619",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.804,
"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": 0.853,
"id": "ATLAS-100066",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-01T01:06:00Z",
"trace_id": "809cd839-90ce-82e8-e9a5-336858129eb2"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.41"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.894,
"latency_ms": 1637,
"timestamp": "2026-01-01T00:49:16.551888Z",
"value_at_risk_usd": 14349235.57
},
{
"data_source": "wetlab_protocol",
"domain": "biotech... | {
"branches_evaluated": 84,
"confidence_threshold": 0.727,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -2.62
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.739",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.866,
"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": 0.758,
"id": "ATLAS-103807",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-03T15:27:00Z",
"trace_id": "08496db9-7533-9c00-3fb2-d6a4948b3f1a"
} | {
"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-HYBRID-0.61"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.47,
"latency_ms": 3144,
"timestamp": "2026-01-03T14:04:02.362624Z",
"value_at_risk_usd": 4700359.22
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 65,
"confidence_threshold": 0.802,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 83.01
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.747",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.583,
"signal_conflicts": [
"temporal_inversion",
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.893,
"id": "ATLAS-109330",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T11:30:00Z",
"trace_id": "1329836d-8b1c-cf03-c794-218a2d9adaad"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"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": 0.831,
"latency_ms": 2426,
"timestamp": "2026-01-07T09:53:10.013057Z",
"value_at_risk_usd": 13622592.82
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 51,
"confidence_threshold": 0.728,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 85.35
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.78",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.834,
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.487,
"id": "ATLAS-108969",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-07T05:29:00Z",
"trace_id": "f4531810-42ab-d2c4-6d01-b17fee45f0bd"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.44"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.494,
"latency_ms": 3650,
"timestamp": "2026-01-07T02:08:14.185045Z",
"value_at_risk_usd": 1482290.55
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 17,
"confidence_threshold": 0.882,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "rebalance_load_under_node_failure",
"winning_branch_reward": 47.5
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.678",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.911,
"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": 0.756,
"id": "ATLAS-108871",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-07T03:51:00Z",
"trace_id": "16702d65-f6cc-18c9-6350-d73ec5e5662b"
} | {
"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-0.42"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.718,
"latency_ms": 1261,
"timestamp": "2026-01-07T00:40:31.515029Z",
"value_at_risk_usd": 4051300.11
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 32,
"confidence_threshold": 0.618,
"counterfactual_considered": false,
"decision_depth": 8,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": -20
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.562,
"signal_conflicts": [
"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": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.593,
"id": "ATLAS-104805",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T08:05:00Z",
"trace_id": "731648c2-0b19-44e0-7a5c-691ffc006334"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.88"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.756,
"latency_ms": 1984,
"timestamp": "2026-01-04T05:07:06.868991Z",
"value_at_risk_usd": 15770174.83
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 45,
"confidence_threshold": 0.685,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 86.63
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.806",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.816,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
]
} | {
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.482,
"id": "ATLAS-109530",
"outcome": "executed_with_caveats",
"strategic_value": "medium",
"timestamp": "2026-01-07T14:50:00Z",
"trace_id": "3616dbf1-6e70-251c-e855-4e372aa936cf"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.65"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.521,
"latency_ms": 616,
"timestamp": "2026-01-07T11:24:15.185522Z",
"value_at_risk_usd": 20118620.52
},
{
"data_source": "simulation_twin",
"domain"... | {
"branches_evaluated": 112,
"confidence_threshold": 0.561,
"counterfactual_considered": true,
"decision_depth": 14,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 16.8
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.632",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.825,
"signal_conflicts": [
"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": 0.864,
"id": "ATLAS-100678",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-01T11:18:00Z",
"trace_id": "4d4e2528-c477-5de9-bb40-99bf2c267647"
} | {
"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-0.27"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.753,
"latency_ms": 3638,
"timestamp": "2026-01-01T10:51:38.391413Z",
"value_at_risk_usd": 8544575.6
},
{
"data_source": "wetlab_protocol",
"domain": "biotech",... | {
"branches_evaluated": 144,
"confidence_threshold": 0.719,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "accelerate_discovery_to_IP_cycle",
"winning_branch_reward": 84.66
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.684",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.86,
"signal_conflicts": [
"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": 0.809,
"id": "ATLAS-104547",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T03:47:00Z",
"trace_id": "0b62e321-6547-c758-309b-d30cfef10c5a"
} | {
"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-AGGRESSIVE-0.15"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.962,
"latency_ms": 3256,
"timestamp": "2026-01-04T01:47:12.199484Z",
"value_at_risk_usd": 9643171.65
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 39,
"confidence_threshold": 0.67,
"counterfactual_considered": false,
"decision_depth": 12,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 55.82
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.781",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.651,
"signal_conflicts": [
"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": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.622,
"id": "ATLAS-104008",
"outcome": "objective_achieved",
"strategic_value": "low",
"timestamp": "2026-01-03T18:48:00Z",
"trace_id": "84a99303-7793-8e9e-fdc5-c2f9dec56be8"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L5_Full_Auto",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.499,
"latency_ms": 1487,
"timestamp": "2026-01-03T17:21:13.767197Z",
"value_at_risk_usd": 9442148.81
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 114,
"confidence_threshold": 0.717,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 74.8
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.781",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.848,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
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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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} | [
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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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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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