Example response
The response this call returned, captured 2026-09-21 23:46:22 UTC.
{
"portal": {
"provenance": "third-party-supplier",
"serviceId": "agentsearch-web-search-v1",
"schemaCheck": "unchecked"
},
"data": {
"query": "Pocket Network",
"provider": "tavily",
"provider_status": "live",
"provider_selection": {
"mode": "auto",
"requested": "auto",
"fallback_used": false,
"selection_reason": "provider_competition_exploration",
"exploration": true,
"exploration_reason": "provider_comparison_under_sampled",
"exploration_provider": "tavily",
"learned_provider": "brave",
"memory_historical_observations": 6,
"memory_exploitation_eligible": true,
"memory_considered": true,
"configured_candidates": [
"tavily",
"brave"
],
"observations_by_provider": {
"tavily": 2,
"brave": 4
},
"convergence": {
"status": "under_sampled",
"ready_for_quality_based_exploitation": false,
"comparable_provider_count": 1,
"configured_provider_count": 2,
"min_comparable_observations": 3,
"provider_ranking": [
"brave"
],
"quality_winner": "brave",
"runner_up": null,
"quality_margin": null
},
"comparison_policy": {
"min_comparable_observations": 3,
"quality_aware": true
}
},
"provider_attempts": [
{
"provider": "tavily",
"status": "success",
"latency_ms": 974.84
}
],
"provider_registry": {
"providers": {
"tavily": {
"configured": true,
"capabilities": [
"web_search",
"time_filter"
]
},
"brave": {
"configured": true,
"capabilities": [
"web_search",
"time_filter"
]
}
},
"supported_providers": [
"tavily",
"brave"
],
"configured_provider_count": 2,
"preference": "auto"
},
"provider_result_quality": {
"quality_score": 0.99,
"result_count": 1,
"valid_url_rate": 1,
"content_completeness_rate": 1,
"unique_domain_count": 1,
"domain_diversity_rate": 1,
"primary_source_rate": 0,
"average_provider_score": 0.9334,
"query_relevance_coverage": 1,
"quality_policy": {
"evidence_quality_is_separate_from_provider_identity": true,
"quality_score_is_telemetry_not_truth": true,
"preserve_raw_results_for_downstream_verification": true
}
},
"provider_routing_telemetry": {
"selected_provider": "tavily",
"selection_mode": "auto",
"fallback_used": false,
"attempt_count": 1,
"successful_attempts": 1,
"result_quality_score": 0.99,
"routing_signal": "provider_success_and_result_quality",
"selection_reason": "provider_competition_exploration",
"memory_exploitation_eligible": true,
"quality_accepted": true,
"quality_decision": {
"acceptable": true,
"quality_score": 0.99,
"primary_source_rate": 0,
"reasons": [],
"quality_threshold": 0.85,
"primary_source_threshold": 0.4
},
"quality_recovery": {
"triggered": false,
"from_provider": null,
"selected_provider_after_recovery": null,
"comparison": null,
"alternate_rejected": false,
"error": null,
"selection": null,
"memory_preview": {
"mode": "read_only",
"does_not_execute_search": true,
"does_not_change_provider_selection": true,
"by_failed_provider": {
"tavily": "…",
"brave": "…"
},
"learning_state": {
"tavily": "…",
"brave": "…"
},
"cross_query_memory": {
"enabled": true,
"description": "Cross-query recovery observations supplement exact-query history when available.",
"provider_pairs": "…"
},
"context_memory": {
"enabled": true,
"profile": "general",
"description": "Recovery observations from related query contexts supplement exact-query memory before global cross-query memory, with temporal decay applied to generalized transfer confidence.",
"provider_pairs": "…"
},
"context_generalization": {
"enabled": true,
"policy": "nearest_compatible_context_with_similarity_threshold",
"temporal_decay_enabled": true,
"decay_half_life_days": 30,
"max_age_days": 180,
"target_context": "general",
"source_context": null,
"similarity": 0,
"sample_confidence": 0,
"transfer_confidence": 0,
"shared_signals": "…",
"compatible": false,
"minimum_source_attempts": 3,
"source_attempts": 0
}
},
"outcome": "NOT_TRIGGERED",
"outcome_memory": {
"write_succeeded": true,
"version": 6,
"total": 8,
"triggered": 0,
"accepted": 0,
"rejected": 0,
"failed": 0,
"reasons": {},
"provider_pairs": {},
"quality_lift_sum": 0,
"quality_lift_count": 0,
"positive_quality_lift_sum": 0,
"positive_quality_lift_count": 0,
"cost_delta_sum_usd": 0,
"cost_delta_count": 0,
"average_quality_lift": 0,
"average_positive_quality_lift": 0,
"average_cost_delta_usd": 0,
"causality": {
"version": 6,
"signals": "…"
},
"last_recovery_outcome": {
"outcome": "NOT_TRIGGERED",
"initial_provider": null,
"alternate_provider": null,
"reasons": "…",
"initial_quality": null,
"alternate_quality": null,
"timestamp": "2026-09-21T23:46:20.850040+00:00"
},
"causal_feedback": {},
"causal_calibration": {}
}
},
"future_routing_ready": true,
"causal_feedback": {
"causal_prediction": "causal_prediction_unavailable",
"causal_prediction_correct": false,
"causal_feedback_attempts": 0,
"causal_feedback_accuracy": 0,
"causal_feedback_confidence": 0,
"causal_feedback_source": "none",
"causal_feedback_temporal_freshness": 1,
"causal_feedback_effect": 0,
"causal_effect_applied": false,
"causal_raw_confidence": 0,
"causal_calibrated_confidence": 0,
"causal_calibration_attempts": 0,
"causal_calibration_accuracy": 0,
"causal_calibration_error": 0,
"causal_calibration_bias": 0,
"causal_calibration_confidence": 0,
"causal_calibration_source": "none",
"causal_calibration_temporal_freshness": 1,
"causal_calibration_effect": 0,
"predicted_provider": null,
"selected_provider": "tavily"
},
"evidence_graph_learning": {
"learning_version": "1.0",
"patterns_observed": 0,
"patterns": [],
"observed_outcomes": 0,
"unavailable_outcomes": 0,
"learning_confidence": 0,
"provenance": [],
"temporal": {
"timestamps_preserved": true,
"unknown_timestamps_remain_unknown": true
},
"write_succeeded": false,
"routing_integration": "observation_only"
},
"evidence_graph_learning_generalization": {
"available": false,
"match_type": "UNAVAILABLE",
"reason": "NO_CURRENT_LEARNING_GRAPH",
"compatibility_threshold": 0.6,
"deterministic": true
},
"evidence_graph_learning_generalization_confidence": {
"available": false,
"confidence": 0,
"confidence_band": "UNAVAILABLE",
"match_type": "UNAVAILABLE",
"deterministic": true
},
"evidence_graph_learning_transfer_validation": {
"transfer_status": "UNAVAILABLE",
"transfer_score": 0,
"transfer_thresholds": {
"exact": 0.7,
"generalized": 0.75,
"compatibility_margin": 0.1
},
"match_type": "UNAVAILABLE",
"compatibility_score": 0,
"confidence": 0,
"sample_strength": 0,
"outcome_consistency": 0,
"conflict_state": false,
"provenance": [],
"provenance_strength": 0,
"temporal_state": "UNKNOWN",
"temporal_freshness": null,
"supporting_dimensions": [],
"limiting_dimensions": [
"FAILURE_OR_EVIDENCE_MISMATCH",
"WEAK_PROVENANCE",
"WEAK_SAMPLE_SUPPORT"
],
"uncertainty_reasons": [
"CORE_EVIDENCE_DIMENSION_MISMATCH",
"INSUFFICIENT_SAMPLE_STRENGTH",
"LIMITED_PROVENANCE"
],
"reason_codes": [
"CORE_EVIDENCE_DIMENSION_MISMATCH",
"INSUFFICIENT_SAMPLE_STRENGTH",
"LIMITED_PROVENANCE"
],
"matched_pattern_identity": null,
"v3.46_generalization_reference": {
"available": false,
"match_type": "UNAVAILABLE",
"reason": "NO_CURRENT_LEARNING_GRAPH",
"compatibility_threshold": 0.6,
"deterministic": true
},
"v3.47_confidence_reference": {
"available": false,
"confidence": 0,
"confidence_band": "UNAVAILABLE",
"match_type": "UNAVAILABLE",
"deterministic": true
},
"deterministic": true,
"read_only": true
},
"evidence_graph_learning_transfer_feedback": {
"transfer_feedback_version": "1.0",
"learning_status": "UNAVAILABLE",
"observed_outcome": "OUTCOME_UNAVAILABLE",
"write_succeeded": false
}
},
"provider_recovery_outcome_memory": {
"write_succeeded": true,
"version": 6,
"total": 8,
"triggered": 0,
"accepted": 0,
"rejected": 0,
"failed": 0,
"reasons": {},
"provider_pairs": {},
"quality_lift_sum": 0,
"quality_lift_count": 0,
"positive_quality_lift_sum": 0,
"positive_quality_lift_count": 0,
"cost_delta_sum_usd": 0,
"cost_delta_count": 0,
"average_quality_lift": 0,
"average_positive_quality_lift": 0,
"average_cost_delta_usd": 0,
"causality": {
"version": 6,
"signals": {}
},
"last_recovery_outcome": {
"outcome": "NOT_TRIGGERED",
"initial_provider": null,
"alternate_provider": null,
"reasons": [],
"initial_quality": null,
"alternate_quality": null,
"timestamp": "2026-09-21T23:46:20.850040+00:00"
},
"causal_feedback": {},
"causal_calibration": {}
},
"evidence_graph_learning": {
"learning_version": "1.0",
"patterns_observed": 0,
"patterns": [],
"observed_outcomes": 0,
"unavailable_outcomes": 0,
"learning_confidence": 0,
"provenance": [],
"temporal": {
"timestamps_preserved": true,
"unknown_timestamps_remain_unknown": true
},
"write_succeeded": false,
"routing_integration": "observation_only"
},
"evidence_graph_learning_generalization": {
"available": false,
"match_type": "UNAVAILABLE",
"reason": "NO_CURRENT_LEARNING_GRAPH",
"compatibility_threshold": 0.6,
"deterministic": true
},
"evidence_graph_learning_generalization_confidence": {
"available": false,
"confidence": 0,
"confidence_band": "UNAVAILABLE",
"match_type": "UNAVAILABLE",
"deterministic": true
},
"evidence_graph_learning_transfer_validation": {
"transfer_status": "UNAVAILABLE",
"transfer_score": 0,
"transfer_thresholds": {
"exact": 0.7,
"generalized": 0.75,
"compatibility_margin": 0.1
},
"match_type": "UNAVAILABLE",
"compatibility_score": 0,
"confidence": 0,
"sample_strength": 0,
"outcome_consistency": 0,
"conflict_state": false,
"provenance": [],
"provenance_strength": 0,
"temporal_state": "UNKNOWN",
"temporal_freshness": null,
"supporting_dimensions": [],
"limiting_dimensions": [
"FAILURE_OR_EVIDENCE_MISMATCH",
"WEAK_PROVENANCE",
"WEAK_SAMPLE_SUPPORT"
],
"uncertainty_reasons": [
"CORE_EVIDENCE_DIMENSION_MISMATCH",
"INSUFFICIENT_SAMPLE_STRENGTH",
"LIMITED_PROVENANCE"
],
"reason_codes": [
"CORE_EVIDENCE_DIMENSION_MISMATCH",
"INSUFFICIENT_SAMPLE_STRENGTH",
"LIMITED_PROVENANCE"
],
"matched_pattern_identity": null,
"v3.46_generalization_reference": {
"available": false,
"match_type": "UNAVAILABLE",
"reason": "NO_CURRENT_LEARNING_GRAPH",
"compatibility_threshold": 0.6,
"deterministic": true
},
"v3.47_confidence_reference": {
"available": false,
"confidence": 0,
"confidence_band": "UNAVAILABLE",
"match_type": "UNAVAILABLE",
"deterministic": true
},
"deterministic": true,
"read_only": true
},
"evidence_graph_learning_transfer_feedback": {
"transfer_feedback_version": "1.0",
"learning_status": "UNAVAILABLE",
"observed_outcome": "OUTCOME_UNAVAILABLE",
"write_succeeded": false
},
"provider_performance_memory": {
"context_key": "a83a2c94e9893648a432a6c2",
"historical_observations": 8,
"providers": {
"tavily": {
"observations": 4,
"recency_weighted_observations": 3.8615,
"recency_weighted_quality": 0.99,
"success_rate": 1,
"calibrated_quality": 0.8228,
"recency_weighted_latency_ms": 983.78,
"latency_score": 0.9672,
"eligible_for_exploitation": true
},
"brave": {
"observations": 4,
"recency_weighted_observations": 3.7668,
"recency_weighted_quality": 0.85,
"success_rate": 1,
"calibrated_quality": 0.7286,
"recency_weighted_latency_ms": 732.46,
"latency_score": 0.9756,
"eligible_for_exploitation": true
}
},
"preferred_provider": "tavily",
"memory_policy": {
"persistent": true,
"recency_half_life_days": 30,
"min_observations_to_exploit": 3,
"min_comparable_observations": 3,
"exploration_rate": 0.2,
"quality_aware_comparison": true,
"latency_aware_routing": true,
"latency_weight": 0.1,
"max_latency_ms": 30000,
"quality_is_telemetry_not_truth": true
},
"convergence": {
"status": "converged",
"ready_for_quality_based_exploitation": true,
"comparable_provider_count": 2,
"configured_provider_count": 2,
"min_comparable_observations": 3,
"provider_ranking": [
"tavily",
"brave"
],
"quality_winner": "tavily",
"runner_up": "brave",
"quality_margin": 0.0942
},
"write_succeeded": true,
"last_observation": {
"provider": "tavily",
"quality_score": 0.99,
"success": true,
"fallback_used": false,
"latency_ms": 974.84
}
},
"request_performance": {
"provider_external_calls": 1,
"provider_cache_hits": 0,
"fetch_external_calls": 0,
"fetch_cache_hits": 0,
"freshness_external_calls": 0,
"freshness_cache_hits": 0,
"parallel_fetches": 0,
"max_fetch_concurrency": 0
},
"result_count": 1,
"official_source_count": 0,
"retrieved_at": "2026-09-21T23:46:20.856863+00:00",
"results": [
{
"title": "What is Pocket Network? | Messari by Blockworks",
"url": "https://messari.io/project/pocket-network-2/profile",
"content": "## About\n\nPocket Network is an open protocol that provides developers with reliable, performant, and cost-effective RPC access to the open internet. They offer support for various blockchain platforms, including L1 blockchains, L2 rollups, Cosmos zones, Avalanche subnets, and Polkadot parachains. Their protocol connects apps to RPC node operators, ensuring reliable data access. Additionally, Pocket Network allows developers to earn rewards by deploying their RPC nodes and staking POKT tokens. [...] Pocket Network is a Decentralized Solution\n\nPocket Network efficiently reorganizes blockchain infrastructure and addresses the paradox of decentralized network running on centralized infrastructure, here is how the network is becoming antifragile and preparing to be setup to scale to support bil…",
"score": 0.93338853,
"published_date": null,
"retrieved_at": "2026-09-21T23:46:20.842848+00:00",
"source_quality": "GENERAL_WEB",
"quality_score": 2,
"domain": "messari.io",
"is_primary": false,
"source_owner": null,
"source_role": "THIRD_PARTY_UNKNOWN",
"ownership_basis": "publisher identity not established by domain rules",
"provenance_confidence": 0.45,
"trust_score": 0.45,
"trust_level": "LOW",
"publisher_identity_known": false,
"publisher_identity": null,
"publisher_authority_level": "UNKNOWN",
"publisher_authority_score": 0.3,
"publisher_authority_basis": "publisher identity not established by authority rules"
}
],
"agent_guidance": {
"prefer_primary_sources": true,
"preserve_source_urls": true,
"preserve_retrieval_time": true,
"do_not_treat_search_snippets_as_final_truth": true
},
"evidence_policy": {
"separate_evidence_from_conclusions": true,
"surface_conflicting_sources": true
}
}
}