test_constrained_consensus.test_threshold_respected  (tests\verification\test_constrained_consensus.py:175)


test_constrained_consensus._make  (tests\verification\test_constrained_consensus.py:193)


test_constrained_consensus.test_instantiates  (tests\verification\test_constrained_consensus.py:204)


test_constrained_consensus.test_has_verify_method  (tests\verification\test_constrained_consensus.py:208)


test_constrained_consensus.test_pic_vocab_integration  (tests\verification\test_constrained_consensus.py:212)


test_cpi_engine.TestRiskLevel  (tests\verification\test_cpi_engine.py:35)


test_cpi_engine.TestSeverity  (tests\verification\test_cpi_engine.py:46)


test_cpi_engine.TestProbability  (tests\verification\test_cpi_engine.py:57)


test_cpi_engine.TestMilStdMatrix  (tests\verification\test_cpi_engine.py:72)


test_cpi_engine.TestRACToRisk  (tests\verification\test_cpi_engine.py:87)


test_cpi_engine.TestDomainWeights  (tests\verification\test_cpi_engine.py:106)


test_cpi_engine.TestCPIAssessment  (tests\verification\test_cpi_engine.py:133)


test_cpi_engine.TestCPIRiskEngineAssess  (tests\verification\test_cpi_engine.py:192)


test_cpi_engine.TestCPIRiskEngineStats  (tests\verification\test_cpi_engine.py:268)


test_cpi_engine.TestCPIRiskEngineHeatmap  (tests\verification\test_cpi_engine.py:334)


test_cpi_engine.test_negligible_value  (tests\verification\test_cpi_engine.py:36)


test_cpi_engine.test_critical_value  (tests\verification\test_cpi_engine.py:39)


test_cpi_engine.test_all_five_levels  (tests\verification\test_cpi_engine.py:42)


test_cpi_engine.test_catastrophic_is_1  (tests\verification\test_cpi_engine.py:47)


test_cpi_engine.test_negligible_is_4  (tests\verification\test_cpi_engine.py:50)


test_cpi_engine.test_ordering  (tests\verification\test_cpi_engine.py:53)


test_cpi_engine.test_frequent_is_a  (tests\verification\test_cpi_engine.py:58)


test_cpi_engine.test_improbable_is_e  (tests\verification\test_cpi_engine.py:61)


test_cpi_engine.test_all_five_levels  (tests\verification\test_cpi_engine.py:64)


test_cpi_engine.test_catastrophic_frequent_is_rac_1  (tests\verification\test_cpi_engine.py:73)


test_cpi_engine.test_negligible_improbable_is_rac_7  (tests\verification\test_cpi_engine.py:76)


test_cpi_engine.test_matrix_not_empty  (tests\verification\test_cpi_engine.py:79)


test_cpi_engine.test_all_rac_values_in_1_to_7  (tests\verification\test_cpi_engine.py:82)


test_cpi_engine.test_rac_1_critical  (tests\verification\test_cpi_engine.py:88)


test_cpi_engine.test_rac_7_negligible  (tests\verification\test_cpi_engine.py:91)


test_cpi_engine.test_rac_2_high  (tests\verification\test_cpi_engine.py:94)


test_cpi_engine.test_all_values_are_risk_levels  (tests\verification\test_cpi_engine.py:97)


test_cpi_engine.test_domain_exists  (tests\verification\test_cpi_engine.py:110)


test_cpi_engine.test_skyproof_highest_pressure  (tests\verification\test_cpi_engine.py:113)


test_cpi_engine.test_general_lowest_pressure  (tests\verification\test_cpi_engine.py:118)


test_cpi_engine.test_each_domain_has_required_keys  (tests\verification\test_cpi_engine.py:123)


test_cpi_engine._assessment  (tests\verification\test_cpi_engine.py:134)


test_cpi_engine.test_proof_hash_computed_on_init  (tests\verification\test_cpi_engine.py:148)


test_cpi_engine.test_proof_hash_is_hex  (tests\verification\test_cpi_engine.py:152)


test_cpi_engine.test_different_inference_ids_different_hashes  (tests\verification\test_cpi_engine.py:156)


test_cpi_engine.test_to_dict_returns_dict  (tests\verification\test_cpi_engine.py:171)


test_cpi_engine.test_to_dict_has_required_keys  (tests\verification\test_cpi_engine.py:174)


test_cpi_engine.test_to_dict_risk_level_is_string  (tests\verification\test_cpi_engine.py:181)


test_cpi_engine.test_to_dict_severity_is_int  (tests\verification\test_cpi_engine.py:184)


test_cpi_engine._engine  (tests\verification\test_cpi_engine.py:193)


test_cpi_engine.test_returns_cpi_assessment  (tests\verification\test_cpi_engine.py:196)


test_cpi_engine.test_low_variance_high_consensus_low_risk  (tests\verification\test_cpi_engine.py:200)


test_cpi_engine.test_high_variance_low_consensus_raises_risk  (tests\verification\test_cpi_engine.py:204)


test_cpi_engine.test_halt_triggered_forces_cpi_above_75  (tests\verification\test_cpi_engine.py:209)


test_cpi_engine.test_halt_triggered_recommendation_mentions_halt  (tests\verification\test_cpi_engine.py:215)


test_cpi_engine.test_cpi_score_in_0_1  (tests\verification\test_cpi_engine.py:221)


test_cpi_engine.test_domain_stored_in_assessment  (tests\verification\test_cpi_engine.py:225)


test_cpi_engine.test_inference_id_stored  (tests\verification\test_cpi_engine.py:231)


test_cpi_engine.test_proof_hash_64_chars  (tests\verification\test_cpi_engine.py:235)


test_cpi_engine.test_framework_scores_can_increase_pressure  (tests\verification\test_cpi_engine.py:239)


test_cpi_engine.test_probability_improbable_for_low_variance  (tests\verification\test_cpi_engine.py:251)


test_cpi_engine.test_probability_frequent_for_high_variance  (tests\verification\test_cpi_engine.py:255)


test_cpi_engine.test_rac_in_valid_range  (tests\verification\test_cpi_engine.py:259)


test_cpi_engine.test_initial_stats_total_zero  (tests\verification\test_cpi_engine.py:269)


test_cpi_engine.test_initial_stats_risk_distribution_empty  (tests\verification\test_cpi_engine.py:274)


test_cpi_engine.test_stats_after_assessments  (tests\verification\test_cpi_engine.py:279)


test_cpi_engine.test_stats_has_required_keys_after_assessments  (tests\verification\test_cpi_engine.py:286)


test_cpi_engine.test_average_cpi_in_0_1  (tests\verification\test_cpi_engine.py:294)


test_cpi_engine.test_chain_hash_changes_each_assessment  (tests\verification\test_cpi_engine.py:301)


test_cpi_engine.test_assessment_log_returns_list  (tests\verification\test_cpi_engine.py:310)


test_cpi_engine.test_assessment_log_limit_respected  (tests\verification\test_cpi_engine.py:316)


test_cpi_engine.test_assessment_log_entries_are_dicts  (tests\verification\test_cpi_engine.py:323)


test_cpi_engine.test_heatmap_returns_dict  (tests\verification\test_cpi_engine.py:335)


test_cpi_engine.test_heatmap_has_required_keys  (tests\verification\test_cpi_engine.py:340)


test_cpi_engine.test_heatmap_mil_std_reference  (tests\verification\test_cpi_engine.py:348)


test_cross_provider_consensus.TestConstants  (tests\verification\test_cross_provider_consensus.py:39)


test_cross_provider_consensus.TestProviderVote  (tests\verification\test_cross_provider_consensus.py:63)


test_cross_provider_consensus._five_provider_votes  (tests\verification\test_cross_provider_consensus.py:86)


test_cross_provider_consensus._split_vote_vetproof  (tests\verification\test_cross_provider_consensus.py:97)


test_cross_provider_consensus._single_provider_votes  (tests\verification\test_cross_provider_consensus.py:108)


test_cross_provider_consensus._engine  (tests\verification\test_cross_provider_consensus.py:117)


test_cross_provider_consensus.TestCrossProviderConsensusResult  (tests\verification\test_cross_provider_consensus.py:125)


test_cross_provider_consensus.TestProviderParsing  (tests\verification\test_cross_provider_consensus.py:151)


test_cross_provider_consensus.TestEvaluateAgreement  (tests\verification\test_cross_provider_consensus.py:176)


test_cross_provider_consensus.TestEvaluateHalt  (tests\verification\test_cross_provider_consensus.py:214)


test_cross_provider_consensus.TestSingleProvider  (tests\verification\test_cross_provider_consensus.py:253)


test_cross_provider_consensus.TestEdgeCases  (tests\verification\test_cross_provider_consensus.py:282)


test_cross_provider_consensus.TestCustomThreshold  (tests\verification\test_cross_provider_consensus.py:325)


test_cross_provider_consensus.test_min_pds_is_0_4  (tests\verification\test_cross_provider_consensus.py:40)


test_cross_provider_consensus.test_aviation_highest_threshold  (tests\verification\test_cross_provider_consensus.py:43)


test_cross_provider_consensus.test_education_lowest_threshold  (tests\verification\test_cross_provider_consensus.py:48)


test_cross_provider_consensus.test_vetproof_threshold_present  (tests\verification\test_cross_provider_consensus.py:51)


test_cross_provider_consensus.test_all_thresholds_in_0_1  (tests\verification\test_cross_provider_consensus.py:54)


test_cross_provider_consensus.test_fields_stored  (tests\verification\test_cross_provider_consensus.py:64)


test_cross_provider_consensus.test_frozen  (tests\verification\test_cross_provider_consensus.py:76)


test_cross_provider_consensus._result  (tests\verification\test_cross_provider_consensus.py:126)


test_cross_provider_consensus.test_is_dataclass  (tests\verification\test_cross_provider_consensus.py:129)


test_cross_provider_consensus.test_to_dict_returns_dict  (tests\verification\test_cross_provider_consensus.py:133)


test_cross_provider_consensus.test_to_dict_has_all_required_keys  (tests\verification\test_cross_provider_consensus.py:136)


test_cross_provider_consensus.test_slash_prefix_extracted  (tests\verification\test_cross_provider_consensus.py:152)


test_cross_provider_consensus.test_model_without_slash_becomes_unknown  (tests\verification\test_cross_provider_consensus.py:160)


test_cross_provider_consensus.test_five_distinct_providers  (tests\verification\test_cross_provider_consensus.py:166)


test_cross_provider_consensus.test_consensus_reached_when_majority_agree  (tests\verification\test_cross_provider_consensus.py:177)


test_cross_provider_consensus.test_winning_answer_correct  (tests\verification\test_cross_provider_consensus.py:181)


test_cross_provider_consensus.test_no_halt_when_all_agree  (tests\verification\test_cross_provider_consensus.py:185)


test_cross_provider_consensus.test_halt_reason_none_when_not_halted  (tests\verification\test_cross_provider_consensus.py:189)


test_cross_provider_consensus.test_pds_equals_one_for_five_distinct_providers  (tests\verification\test_cross_provider_consensus.py:193)


test_cross_provider_consensus.test_cross_agreement_equals_one_when_all_agree  (tests\verification\test_cross_provider_consensus.py:197)


test_cross_provider_consensus.test_confidence_positive  (tests\verification\test_cross_provider_consensus.py:201)


test_cross_provider_consensus.test_confidence_at_most_1  (tests\verification\test_cross_provider_consensus.py:205)


test_cross_provider_consensus.test_split_vote_vetproof_halted  (tests\verification\test_cross_provider_consensus.py:215)


test_cross_provider_consensus.test_halt_reason_populated  (tests\verification\test_cross_provider_consensus.py:220)


test_cross_provider_consensus.test_split_vote_education_not_halted  (tests\verification\test_cross_provider_consensus.py:225)


test_cross_provider_consensus.test_consensus_reached_even_when_halted  (tests\verification\test_cross_provider_consensus.py:243)


test_cross_provider_consensus.test_single_provider_pds_low  (tests\verification\test_cross_provider_consensus.py:254)


test_cross_provider_consensus.test_single_provider_consensus_reached_when_all_agree  (tests\verification\test_cross_provider_consensus.py:259)


test_cross_provider_consensus.test_single_provider_not_halted_if_threshold_met  (tests\verification\test_cross_provider_consensus.py:264)


test_cross_provider_consensus.test_num_providers_is_one  (tests\verification\test_cross_provider_consensus.py:269)


test_cross_provider_consensus.test_num_models_is_three  (tests\verification\test_cross_provider_consensus.py:273)


test_cross_provider_consensus.test_empty_votes_halted  (tests\verification\test_cross_provider_consensus.py:283)


test_cross_provider_consensus.test_empty_votes_zero_confidence  (tests\verification\test_cross_provider_consensus.py:287)


test_cross_provider_consensus.test_empty_votes_zero_providers  (tests\verification\test_cross_provider_consensus.py:291)


test_cross_provider_consensus.test_empty_votes_halt_reason_set  (tests\verification\test_cross_provider_consensus.py:295)


test_cross_provider_consensus.test_single_vote_not_halted_if_threshold_met  (tests\verification\test_cross_provider_consensus.py:299)


test_cross_provider_consensus.test_confidence_clamped_to_0_1_range  (tests\verification\test_cross_provider_consensus.py:306)


test_cross_provider_consensus.test_missing_confidence_defaults_to_zero  (tests\verification\test_cross_provider_consensus.py:313)


test_cross_provider_consensus.test_custom_threshold_stored  (tests\verification\test_cross_provider_consensus.py:326)


test_cross_provider_consensus.test_low_custom_threshold_reduces_halts  (tests\verification\test_cross_provider_consensus.py:330)


test_cross_provider_consensus.test_high_custom_threshold_increases_halts  (tests\verification\test_cross_provider_consensus.py:336)


test_cross_provider_consensus.test_domain_unknown_falls_back_to_vetproof_default  (tests\verification\test_cross_provider_consensus.py:342)


test_delegation_grant._scopes  (tests\verification\test_delegation_grant.py:16)


test_delegation_grant.test_scope_subset_and_expansion_detection  (tests\verification\test_delegation_grant.py:20)


test_delegation_grant.test_sub_delegate_respects_scope_and_propagates_depth  (tests\verification\test_delegation_grant.py:29)


test_delegation_grant.test_sub_delegate_rejects_scope_expansion  (tests\verification\test_delegation_grant.py:39)


test_delegation_grant.test_trust_gateway_grants_valid_chain  (tests\verification\test_delegation_grant.py:48)


test_delegation_grant.test_trust_gateway_denies_revoked_grant  (tests\verification\test_delegation_grant.py:62)


test_delegation_grant.test_trust_gateway_enforces_depth_limit  (tests\verification\test_delegation_grant.py:73)


test_delegation_grant.test_trust_gateway_requires_chain_linkage_and_proof  (tests\verification\test_delegation_grant.py:87)


test_delegation_grant.test_compute_chain_hash_uses_all_proofs  (tests\verification\test_delegation_grant.py:104)


test_delegation_grant.test_temporal_validity_enforced  (tests\verification\test_delegation_grant.py:118)


test_entropy_router.TestInformationalEntropy  (tests\verification\test_entropy_router.py:37)


test_entropy_router.TestStructuralEntropyFromTrace  (tests\verification\test_entropy_router.py:78)


test_entropy_router.TestStructuralEntropyFromGraph  (tests\verification\test_entropy_router.py:107)


test_entropy_router.TestTemporalEntropy  (tests\verification\test_entropy_router.py:138)


test_entropy_router.TestRAHRConfig  (tests\verification\test_entropy_router.py:164)


test_entropy_router.TestEntropyRouterComputeEntropy  (tests\verification\test_entropy_router.py:195)


test_entropy_router.TestEntropyRouterRoute  (tests\verification\test_entropy_router.py:240)


test_entropy_router.TestPrdTierToVerificationDepth  (tests\verification\test_entropy_router.py:285)


test_entropy_router.test_empty_string_returns_zero  (tests\verification\test_entropy_router.py:38)


test_entropy_router.test_single_token_returns_zero  (tests\verification\test_entropy_router.py:41)


test_entropy_router.test_identical_tokens_low_entropy  (tests\verification\test_entropy_router.py:44)


test_entropy_router.test_diverse_tokens_high_entropy  (tests\verification\test_entropy_router.py:48)


test_entropy_router.test_result_clamped_to_0_1  (tests\verification\test_entropy_router.py:54)


test_entropy_router.test_list_of_tokens_accepted  (tests\verification\test_entropy_router.py:59)


test_entropy_router.test_baseline_affects_result  (tests\verification\test_entropy_router.py:63)


test_entropy_router.test_zero_baseline_returns_zero  (tests\verification\test_entropy_router.py:70)


test_entropy_router.test_none_trace_returns_zero  (tests\verification\test_entropy_router.py:79)


test_entropy_router.test_empty_trace_returns_zero  (tests\verification\test_entropy_router.py:82)


test_entropy_router.test_short_trace_low_entropy  (tests\verification\test_entropy_router.py:85)


test_entropy_router.test_trace_at_cap_returns_one  (tests\verification\test_entropy_router.py:89)


test_entropy_router.test_result_clamped_to_0_1  (tests\verification\test_entropy_router.py:94)


test_entropy_router.test_zero_cap_returns_zero  (tests\verification\test_entropy_router.py:99)


test_entropy_router.test_none_graph_returns_zero  (tests\verification\test_entropy_router.py:108)


test_entropy_router.test_empty_graph_returns_zero  (tests\verification\test_entropy_router.py:111)


test_entropy_router.test_disconnected_graph_nonzero  (tests\verification\test_entropy_router.py:114)


test_entropy_router.test_dense_graph_higher_entropy  (tests\verification\test_entropy_router.py:119)


test_entropy_router.test_result_clamped_to_0_1  (tests\verification\test_entropy_router.py:128)


test_entropy_router.test_at_mean_returns_zero  (tests\verification\test_entropy_router.py:139)


test_entropy_router.test_far_from_mean_nonzero  (tests\verification\test_entropy_router.py:143)


test_entropy_router.test_result_clamped_to_0_1  (tests\verification\test_entropy_router.py:147)


test_entropy_router.test_zero_sigma_returns_zero  (tests\verification\test_entropy_router.py:151)


test_entropy_router.test_larger_deviation_higher_entropy  (tests\verification\test_entropy_router.py:154)


test_entropy_router.test_default_weights_sum_to_one  (tests\verification\test_entropy_router.py:165)


test_entropy_router.test_custom_weights_valid  (tests\verification\test_entropy_router.py:169)


test_entropy_router.test_invalid_weights_raise  (tests\verification\test_entropy_router.py:173)


test_entropy_router.test_default_thresholds_ordered  (tests\verification\test_entropy_router.py:177)


test_entropy_router.test_invalid_threshold_order_raises  (tests\verification\test_entropy_router.py:182)


test_entropy_router.test_wrong_threshold_count_raises  (tests\verification\test_entropy_router.py:186)


test_entropy_router._router  (tests\verification\test_entropy_router.py:196)


test_entropy_router.test_returns_float_in_0_1  (tests\verification\test_entropy_router.py:199)


test_entropy_router.test_empty_output_low_score  (tests\verification\test_entropy_router.py:204)


test_entropy_router.test_long_diverse_output_higher_score  (tests\verification\test_entropy_router.py:209)


test_entropy_router.test_history_appended_each_call  (tests\verification\test_entropy_router.py:217)


test_entropy_router.test_history_entry_has_required_keys  (tests\verification\test_entropy_router.py:223)


test_entropy_router.test_trace_used_when_provided  (tests\verification\test_entropy_router.py:230)


test_entropy_router._router  (tests\verification\test_entropy_router.py:241)


test_entropy_router.test_route_returns_valid_tier  (tests\verification\test_entropy_router.py:244)


test_entropy_router.test_route_with_score_returns_tuple  (tests\verification\test_entropy_router.py:249)


test_entropy_router.test_route_with_score_tier_matches_route  (tests\verification\test_entropy_router.py:255)


test_entropy_router.test_low_entropy_routes_to_lightweight  (tests\verification\test_entropy_router.py:261)


test_entropy_router.test_high_entropy_routes_above_lightweight  (tests\verification\test_entropy_router.py:268)


test_entropy_router.test_score_in_route_with_score_in_0_1  (tests\verification\test_entropy_router.py:275)


test_entropy_router.test_known_tiers  (tests\verification\test_entropy_router.py:293)


test_entropy_router.test_lowercase_tier_handled  (tests\verification\test_entropy_router.py:297)


test_entropy_router.test_empty_tier_returns_fallback  (tests\verification\test_entropy_router.py:301)


test_evidence_chain._triple  (tests\verification\test_evidence_chain.py:46)


test_evidence_chain._proof  (tests\verification\test_evidence_chain.py:62)


test_evidence_chain._chain  (tests\verification\test_evidence_chain.py:78)


test_evidence_chain.TestSemanticTriple  (tests\verification\test_evidence_chain.py:86)


test_evidence_chain.TestInferenceChain  (tests\verification\test_evidence_chain.py:152)


test_evidence_chain.TestSovereignProof  (tests\verification\test_evidence_chain.py:257)


test_evidence_chain.TestChainEntry  (tests\verification\test_evidence_chain.py:332)


test_evidence_chain.TestChainVerification  (tests\verification\test_evidence_chain.py:395)


test_evidence_chain.TestChainSigner  (tests\verification\test_evidence_chain.py:418)


test_evidence_chain.TestEvidenceChainAppend  (tests\verification\test_evidence_chain.py:464)


test_evidence_chain.TestEvidenceChainVerify  (tests\verification\test_evidence_chain.py:522)


test_evidence_chain.TestEvidenceChainRetrieval  (tests\verification\test_evidence_chain.py:578)


test_evidence_chain.TestEvidenceChainMerkle  (tests\verification\test_evidence_chain.py:626)


test_evidence_chain.TestEvidenceChainExport  (tests\verification\test_evidence_chain.py:665)


test_evidence_chain.TestEvidenceChainPersistence  (tests\verification\test_evidence_chain.py:727)


test_evidence_chain.TestTriplePredicate  (tests\verification\test_evidence_chain.py:777)


test_evidence_chain.test_triple_id_auto_generated  (tests\verification\test_evidence_chain.py:87)


test_evidence_chain.test_compute_hash_returns_64_chars  (tests\verification\test_evidence_chain.py:91)


test_evidence_chain.test_compute_hash_is_hex  (tests\verification\test_evidence_chain.py:96)


test_evidence_chain.test_compute_hash_deterministic  (tests\verification\test_evidence_chain.py:101)


test_evidence_chain.test_is_verified_above_threshold  (tests\verification\test_evidence_chain.py:115)


test_evidence_chain.test_is_verified_below_threshold  (tests\verification\test_evidence_chain.py:119)


test_evidence_chain.test_is_verified_at_threshold  (tests\verification\test_evidence_chain.py:123)


test_evidence_chain.test_repr_contains_verified_marker  (tests\verification\test_evidence_chain.py:127)


test_evidence_chain.test_repr_contains_uncertain_marker_when_unverified  (tests\verification\test_evidence_chain.py:132)


test_evidence_chain.test_to_dict_has_required_keys  (tests\verification\test_evidence_chain.py:137)


test_evidence_chain.test_chain_position_default_zero  (tests\verification\test_evidence_chain.py:143)


test_evidence_chain._make_chain  (tests\verification\test_evidence_chain.py:153)


test_evidence_chain.test_empty_chain_confidence_zero  (tests\verification\test_evidence_chain.py:156)


test_evidence_chain.test_empty_chain_all_verified_true  (tests\verification\test_evidence_chain.py:160)


test_evidence_chain.test_empty_weakest_triple_is_none  (tests\verification\test_evidence_chain.py:165)


test_evidence_chain.test_single_triple_confidence  (tests\verification\test_evidence_chain.py:169)


test_evidence_chain.test_weakest_link_is_minimum  (tests\verification\test_evidence_chain.py:174)


test_evidence_chain.test_weakest_triple_field  (tests\verification\test_evidence_chain.py:181)


test_evidence_chain.test_all_verified_when_all_above_threshold  (tests\verification\test_evidence_chain.py:189)


test_evidence_chain.test_all_verified_false_when_one_below_threshold  (tests\verification\test_evidence_chain.py:195)


test_evidence_chain.test_should_halt_when_below_domain_threshold  (tests\verification\test_evidence_chain.py:203)


test_evidence_chain.test_should_not_halt_when_all_above_threshold  (tests\verification\test_evidence_chain.py:208)


test_evidence_chain.test_chain_positions_are_sequential  (tests\verification\test_evidence_chain.py:213)


test_evidence_chain.test_compute_chain_hash_returns_64_chars  (tests\verification\test_evidence_chain.py:220)


test_evidence_chain.test_compute_chain_hash_changes_with_content  (tests\verification\test_evidence_chain.py:226)


test_evidence_chain.test_to_dict_has_required_keys  (tests\verification\test_evidence_chain.py:233)


test_evidence_chain.test_domain_inherited_by_triples  (tests\verification\test_evidence_chain.py:241)


test_evidence_chain.test_repr_contains_verified_when_all_pass  (tests\verification\test_evidence_chain.py:246)


test_evidence_chain.test_proof_id_auto_generated  (tests\verification\test_evidence_chain.py:258)


test_evidence_chain.test_compute_hash_is_64_chars  (tests\verification\test_evidence_chain.py:262)


test_evidence_chain.test_compute_hash_deterministic  (tests\verification\test_evidence_chain.py:266)


test_evidence_chain.test_compute_hash_differs_for_different_claims  (tests\verification\test_evidence_chain.py:277)


test_evidence_chain.test_to_triples_returns_inference_chain  (tests\verification\test_evidence_chain.py:282)


test_evidence_chain.test_to_triples_has_at_least_three_triples  (tests\verification\test_evidence_chain.py:287)


test_evidence_chain.test_to_triples_halted_proof_uses_halted_predicate  (tests\verification\test_evidence_chain.py:293)


test_evidence_chain.test_to_triples_verified_proof_uses_verified_predicate  (tests\verification\test_evidence_chain.py:299)


test_evidence_chain.test_to_triples_model_responses_add_triples  (tests\verification\test_evidence_chain.py:305)


test_evidence_chain.test_to_dict_has_claim  (tests\verification\test_evidence_chain.py:319)


test_evidence_chain.test_verdict_default_is_verified  (tests\verification\test_evidence_chain.py:323)


test_evidence_chain._entry  (tests\verification\test_evidence_chain.py:333)


test_evidence_chain.test_entry_id_auto_generated  (tests\verification\test_evidence_chain.py:345)


test_evidence_chain.test_compute_chain_hash_returns_64_chars  (tests\verification\test_evidence_chain.py:349)


test_evidence_chain.test_verify_chain_hash_passes_after_compute  (tests\verification\test_evidence_chain.py:353)


test_evidence_chain.test_verify_chain_hash_fails_after_tamper  (tests\verification\test_evidence_chain.py:358)


test_evidence_chain.test_chain_hash_changes_with_sequence  (tests\verification\test_evidence_chain.py:363)


test_evidence_chain.test_to_dict_has_required_keys  (tests\verification\test_evidence_chain.py:368)


test_evidence_chain.test_from_dict_roundtrip  (tests\verification\test_evidence_chain.py:375)


test_evidence_chain.test_genesis_hash_constant_is_64_zeros  (tests\verification\test_evidence_chain.py:383)


test_evidence_chain.test_first_entry_previous_hash_is_genesis  (tests\verification\test_evidence_chain.py:386)


test_evidence_chain.test_to_dict_has_is_valid  (tests\verification\test_evidence_chain.py:396)


test_evidence_chain.test_intact_chain_is_valid_true  (tests\verification\test_evidence_chain.py:401)


test_evidence_chain.test_tampered_chain_is_valid_false  (tests\verification\test_evidence_chain.py:405)


test_evidence_chain.test_status_field_in_dict  (tests\verification\test_evidence_chain.py:409)


test_evidence_chain.test_signer_created_without_key  (tests\verification\test_evidence_chain.py:419)


test_evidence_chain.test_sign_returns_nonempty_hex  (tests\verification\test_evidence_chain.py:423)


test_evidence_chain.test_verify_own_signature  (tests\verification\test_evidence_chain.py:429)


test_evidence_chain.test_verify_wrong_data_fails  (tests\verification\test_evidence_chain.py:435)


test_evidence_chain.test_verify_wrong_signature_fails  (tests\verification\test_evidence_chain.py:440)


test_evidence_chain.test_hmac_signer_with_fixed_secret  (tests\verification\test_evidence_chain.py:446)


test_evidence_chain.test_method_is_string  (tests\verification\test_evidence_chain.py:455)


test_evidence_chain.test_append_single_proof_returns_entry  (tests\verification\test_evidence_chain.py:465)


test_evidence_chain.test_first_entry_sequence_zero  (tests\verification\test_evidence_chain.py:471)


test_evidence_chain.test_second_entry_sequence_one  (tests\verification\test_evidence_chain.py:476)


test_evidence_chain.test_first_entry_previous_hash_is_genesis  (tests\verification\test_evidence_chain.py:482)


test_evidence_chain.test_second_entry_links_to_first  (tests\verification\test_evidence_chain.py:487)


test_evidence_chain.test_entry_has_nonempty_signature  (tests\verification\test_evidence_chain.py:493)


test_evidence_chain.test_entry_chain_hash_is_64_chars  (tests\verification\test_evidence_chain.py:498)


test_evidence_chain.test_chain_length_increments  (tests\verification\test_evidence_chain.py:503)


test_evidence_chain.test_large_chain_builds_correctly  (tests\verification\test_evidence_chain.py:511)


test_evidence_chain.test_empty_chain_status_empty  (tests\verification\test_evidence_chain.py:523)


test_evidence_chain.test_single_entry_chain_is_intact  (tests\verification\test_evidence_chain.py:528)


test_evidence_chain.test_multi_entry_chain_is_intact  (tests\verification\test_evidence_chain.py:534)


test_evidence_chain.test_total_entries_matches_count  (tests\verification\test_evidence_chain.py:542)


test_evidence_chain.test_verification_time_positive  (tests\verification\test_evidence_chain.py:549)


test_evidence_chain.test_intact_chain_has_empty_failed_entries  (tests\verification\test_evidence_chain.py:555)


test_evidence_chain.test_is_valid_true_for_intact_chain  (tests\verification\test_evidence_chain.py:561)


test_evidence_chain.test_chain_id_in_verification_result  (tests\verification\test_evidence_chain.py:567)


test_evidence_chain.test_get_proof_by_proof_id  (tests\verification\test_evidence_chain.py:579)


test_evidence_chain.test_get_proof_nonexistent_returns_none  (tests\verification\test_evidence_chain.py:587)


test_evidence_chain.test_get_entry_by_sequence_zero  (tests\verification\test_evidence_chain.py:593)


test_evidence_chain.test_get_entry_by_sequence_out_of_range_returns_none  (tests\verification\test_evidence_chain.py:600)


test_evidence_chain.test_get_chain_head_empty_returns_none  (tests\verification\test_evidence_chain.py:605)


test_evidence_chain.test_get_chain_head_returns_last_entry  (tests\verification\test_evidence_chain.py:609)


test_evidence_chain.test_get_chain_length_empty  (tests\verification\test_evidence_chain.py:617)


test_evidence_chain.test_empty_chain_merkle_root_is_empty_string  (tests\verification\test_evidence_chain.py:627)


test_evidence_chain.test_single_entry_merkle_root_is_chain_hash  (tests\verification\test_evidence_chain.py:631)


test_evidence_chain.test_two_entry_merkle_root_is_64_chars  (tests\verification\test_evidence_chain.py:637)


test_evidence_chain.test_merkle_root_changes_after_new_entry  (tests\verification\test_evidence_chain.py:644)


test_evidence_chain.test_five_entry_odd_merkle_builds  (tests\verification\test_evidence_chain.py:652)


test_evidence_chain.test_export_jsonl_format  (tests\verification\test_evidence_chain.py:666)


test_evidence_chain.test_export_json_format  (tests\verification\test_evidence_chain.py:677)


test_evidence_chain.test_export_invalid_format_raises  (tests\verification\test_evidence_chain.py:685)


test_evidence_chain.test_anchor_to_blockchain_has_merkle_root  (tests\verification\test_evidence_chain.py:690)


test_evidence_chain.test_anchor_has_patent_field  (tests\verification\test_evidence_chain.py:697)


test_evidence_chain.test_anchor_has_cage_code  (tests\verification\test_evidence_chain.py:703)


test_evidence_chain.test_anchor_has_chain_version  (tests\verification\test_evidence_chain.py:709)


test_evidence_chain.test_anchor_has_anchor_signature  (tests\verification\test_evidence_chain.py:715)


test_evidence_chain.test_reload_chain_preserves_entries  (tests\verification\test_evidence_chain.py:728)


test_evidence_chain.test_reload_preserves_chain_integrity  (tests\verification\test_evidence_chain.py:738)


test_evidence_chain.test_verify_after_reload_is_intact  (tests\verification\test_evidence_chain.py:749)


test_evidence_chain.test_different_chain_ids_dont_interfere  (tests\verification\test_evidence_chain.py:762)


test_evidence_chain.test_verified_by_value  (tests\verification\test_evidence_chain.py:778)


test_evidence_chain.test_halted_by_value  (tests\verification\test_evidence_chain.py:781)


test_evidence_chain.test_supports_value  (tests\verification\test_evidence_chain.py:784)


test_evidence_chain.test_service_connected_value  (tests\verification\test_evidence_chain.py:787)


test_evidence_chain.test_paid_by_value  (tests\verification\test_evidence_chain.py:790)


test_evidence_index._proof_data  (tests\verification\test_evidence_index.py:23)


test_evidence_index.TestProofRecord  (tests\verification\test_evidence_index.py:45)


test_evidence_index.TestEvidenceIndexMemoryOnly  (tests\verification\test_evidence_index.py:76)


test_evidence_index.TestEvidenceIndexSearch  (tests\verification\test_evidence_index.py:146)


test_evidence_index.test_to_dict_roundtrip  (tests\verification\test_evidence_index.py:46)


test_evidence_index.test_from_dict_roundtrip  (tests\verification\test_evidence_index.py:52)


test_evidence_index.test_blockchain_fields_nullable_by_default  (tests\verification\test_evidence_index.py:65)


test_evidence_index._index  (tests\verification\test_evidence_index.py:77)


test_evidence_index.test_empty_index_lookup_returns_none  (tests\verification\test_evidence_index.py:80)


test_evidence_index.test_index_proof_returns_record  (tests\verification\test_evidence_index.py:84)


test_evidence_index.test_lookup_after_index_returns_record  (tests\verification\test_evidence_index.py:90)


test_evidence_index.test_verdict_extracted_from_proof_data  (tests\verification\test_evidence_index.py:97)


test_evidence_index.test_confidence_extracted  (tests\verification\test_evidence_index.py:102)


test_evidence_index.test_claim_truncated_to_200_chars  (tests\verification\test_evidence_index.py:107)


test_evidence_index.test_blockchain_anchor_stored  (tests\verification\test_evidence_index.py:113)


test_evidence_index.test_models_used_extracted  (tests\verification\test_evidence_index.py:126)


test_evidence_index.test_stats_returns_dict  (tests\verification\test_evidence_index.py:134)


test_evidence_index._populated_index  (tests\verification\test_evidence_index.py:147)


test_evidence_index.test_search_no_filters_returns_all  (tests\verification\test_evidence_index.py:154)


test_evidence_index.test_search_by_verdict  (tests\verification\test_evidence_index.py:159)


test_evidence_index.test_search_by_confidence_min  (tests\verification\test_evidence_index.py:165)


test_evidence_index.test_search_by_query_substring  (tests\verification\test_evidence_index.py:170)


test_evidence_index.test_search_limit_respected  (tests\verification\test_evidence_index.py:176)


test_evidence_index.test_search_combined_filters  (tests\verification\test_evidence_index.py:181)


test_evidence_index.test_search_empty_query_returns_all  (tests\verification\test_evidence_index.py:187)


test_evidence_index.test_search_nonexistent_verdict_returns_empty  (tests\verification\test_evidence_index.py:192)


test_evidence_mapper._strong_direct  (tests\verification\test_evidence_mapper.py:41)


test_evidence_mapper._weak_direct  (tests\verification\test_evidence_mapper.py:50)


test_evidence_mapper._missing_direct  (tests\verification\test_evidence_mapper.py:59)


test_evidence_mapper._pact_evidence  (tests\verification\test_evidence_mapper.py:66)


test_evidence_mapper._mapper  (tests\verification\test_evidence_mapper.py:74)


test_evidence_mapper.TestEvidenceNode  (tests\verification\test_evidence_mapper.py:82)


test_evidence_mapper.TestRegulationAxiom  (tests\verification\test_evidence_mapper.py:118)


test_evidence_mapper.TestEvidenceLink  (tests\verification\test_evidence_mapper.py:167)


test_evidence_mapper.TestMappingResult  (tests\verification\test_evidence_mapper.py:200)


test_evidence_mapper.TestEvidenceMapperMapClaim  (tests\verification\test_evidence_mapper.py:241)


test_evidence_mapper.TestEvidenceMapperStats  (tests\verification\test_evidence_mapper.py:331)


test_evidence_mapper.TestVAAxioms  (tests\verification\test_evidence_mapper.py:390)


test_evidence_mapper.TestCoreConfig  (tests\verification\test_evidence_mapper.py:419)


test_evidence_mapper.TestSentientCoreProcessClaim  (tests\verification\test_evidence_mapper.py:457)


test_evidence_mapper.TestSentientCoreSelfReflect  (tests\verification\test_evidence_mapper.py:498)


test_evidence_mapper.TestSentientCoreWhiteLabel  (tests\verification\test_evidence_mapper.py:539)


test_evidence_mapper.test_hash_returns_16_char_string  (tests\verification\test_evidence_mapper.py:83)


test_evidence_mapper.test_hash_is_hex  (tests\verification\test_evidence_mapper.py:88)


test_evidence_mapper.test_different_nodes_different_hashes  (tests\verification\test_evidence_mapper.py:92)


test_evidence_mapper.test_same_node_same_hash  (tests\verification\test_evidence_mapper.py:97)


test_evidence_mapper.test_fields_stored_correctly  (tests\verification\test_evidence_mapper.py:101)


test_evidence_mapper.test_strength_different_changes_hash  (tests\verification\test_evidence_mapper.py:108)


test_evidence_mapper._direct_axiom  (tests\verification\test_evidence_mapper.py:119)


test_evidence_mapper.test_satisfied_by_returns_tuple  (tests\verification\test_evidence_mapper.py:122)


test_evidence_mapper.test_strong_complete_evidence_satisfied  (tests\verification\test_evidence_mapper.py:127)


test_evidence_mapper.test_missing_evidence_type_not_satisfied  (tests\verification\test_evidence_mapper.py:132)


test_evidence_mapper.test_weak_evidence_not_satisfied  (tests\verification\test_evidence_mapper.py:142)


test_evidence_mapper.test_empty_evidence_not_satisfied  (tests\verification\test_evidence_mapper.py:147)


test_evidence_mapper.test_pact_lower_min_strength  (tests\verification\test_evidence_mapper.py:152)


test_evidence_mapper.test_pact_evidence_satisfies_pact_axiom  (tests\verification\test_evidence_mapper.py:156)


test_evidence_mapper._link  (tests\verification\test_evidence_mapper.py:168)


test_evidence_mapper.test_to_dict_returns_dict  (tests\verification\test_evidence_mapper.py:179)


test_evidence_mapper.test_to_dict_has_required_keys  (tests\verification\test_evidence_mapper.py:182)


test_evidence_mapper.test_to_dict_source_is_id_string  (tests\verification\test_evidence_mapper.py:187)


test_evidence_mapper.test_to_dict_regulation_is_string  (tests\verification\test_evidence_mapper.py:191)


test_evidence_mapper._result  (tests\verification\test_evidence_mapper.py:201)


test_evidence_mapper.test_to_sovereign_proof_returns_dict  (tests\verification\test_evidence_mapper.py:210)


test_evidence_mapper.test_sovereign_proof_has_required_keys  (tests\verification\test_evidence_mapper.py:213)


test_evidence_mapper.test_sovereign_proof_patent_number  (tests\verification\test_evidence_mapper.py:220)


test_evidence_mapper.test_sovereign_proof_cage_code  (tests\verification\test_evidence_mapper.py:224)


test_evidence_mapper.test_sovereign_proof_status_is_string  (tests\verification\test_evidence_mapper.py:228)


test_evidence_mapper.test_sovereign_proof_confidence_matches  (tests\verification\test_evidence_mapper.py:232)


test_evidence_mapper.test_map_claim_returns_mapping_result  (tests\verification\test_evidence_mapper.py:242)


test_evidence_mapper.test_strong_evidence_granted  (tests\verification\test_evidence_mapper.py:246)


test_evidence_mapper.test_strong_evidence_high_confidence  (tests\verification\test_evidence_mapper.py:250)


test_evidence_mapper.test_weak_evidence_halted  (tests\verification\test_evidence_mapper.py:254)


test_evidence_mapper.test_missing_evidence_type_denied  (tests\verification\test_evidence_mapper.py:259)


test_evidence_mapper.test_missing_evidence_zero_confidence  (tests\verification\test_evidence_mapper.py:264)


test_evidence_mapper.test_pact_evidence_granted  (tests\verification\test_evidence_mapper.py:268)


test_evidence_mapper.test_proof_hash_is_32_chars  (tests\verification\test_evidence_mapper.py:272)


test_evidence_mapper.test_proof_hash_is_hex  (tests\verification\test_evidence_mapper.py:276)


test_evidence_mapper.test_reasoning_chain_is_list  (tests\verification\test_evidence_mapper.py:280)


test_evidence_mapper.test_reasoning_chain_nonempty  (tests\verification\test_evidence_mapper.py:284)


test_evidence_mapper.test_reasoning_chain_contains_strings  (tests\verification\test_evidence_mapper.py:288)


test_evidence_mapper.test_reasoning_chain_contains_claim_id  (tests\verification\test_evidence_mapper.py:293)


test_evidence_mapper.test_halt_reasoning_mentions_constitutional_halt  (tests\verification\test_evidence_mapper.py:298)


test_evidence_mapper.test_links_generated_for_complete_evidence  (tests\verification\test_evidence_mapper.py:303)


test_evidence_mapper.test_each_link_has_correct_regulation  (tests\verification\test_evidence_mapper.py:307)


test_evidence_mapper.test_timestamp_set  (tests\verification\test_evidence_mapper.py:312)


test_evidence_mapper.test_claim_id_stored  (tests\verification\test_evidence_mapper.py:316)


test_evidence_mapper.test_different_regulations_different_results  (tests\verification\test_evidence_mapper.py:320)


test_evidence_mapper.test_initial_stats_total_zero  (tests\verification\test_evidence_mapper.py:332)


test_evidence_mapper.test_initial_stats_has_only_total_key  (tests\verification\test_evidence_mapper.py:336)


test_evidence_mapper.test_stats_after_one_claim  (tests\verification\test_evidence_mapper.py:340)


test_evidence_mapper.test_stats_has_required_keys_after_claims  (tests\verification\test_evidence_mapper.py:346)


test_evidence_mapper.test_stats_granted_count_correct  (tests\verification\test_evidence_mapper.py:353)


test_evidence_mapper.test_stats_halt_count_after_weak_evidence  (tests\verification\test_evidence_mapper.py:360)


test_evidence_mapper.test_halt_rate_matches_halted_over_total  (tests\verification\test_evidence_mapper.py:366)


test_evidence_mapper.test_avg_confidence_in_0_1  (tests\verification\test_evidence_mapper.py:373)


test_evidence_mapper.test_history_appended_each_call  (tests\verification\test_evidence_mapper.py:379)


test_evidence_mapper.test_direct_3303_present  (tests\verification\test_evidence_mapper.py:391)


test_evidence_mapper.test_presumptive_3309_present  (tests\verification\test_evidence_mapper.py:394)


test_evidence_mapper.test_tdiu_4_16_present  (tests\verification\test_evidence_mapper.py:397)


test_evidence_mapper.test_burn_pit_pact_present  (tests\verification\test_evidence_mapper.py:400)


test_evidence_mapper.test_direct_3303_requires_three_types  (tests\verification\test_evidence_mapper.py:403)


test_evidence_mapper.test_pact_lower_min_strength_than_direct  (tests\verification\test_evidence_mapper.py:407)


test_evidence_mapper.test_axiom_descriptions_nonempty  (tests\verification\test_evidence_mapper.py:410)


test_evidence_mapper.test_default_halt_threshold  (tests\verification\test_evidence_mapper.py:420)


test_evidence_mapper.test_default_brand_name  (tests\verification\test_evidence_mapper.py:424)


test_evidence_mapper.test_to_dict_returns_dict  (tests\verification\test_evidence_mapper.py:428)


test_evidence_mapper.test_to_dict_has_required_keys  (tests\verification\test_evidence_mapper.py:432)


test_evidence_mapper.test_custom_config_stored  (tests\verification\test_evidence_mapper.py:438)


test_evidence_mapper.test_audit_trail_enabled_by_default  (tests\verification\test_evidence_mapper.py:449)


test_evidence_mapper._core  (tests\verification\test_evidence_mapper.py:458)


test_evidence_mapper.test_returns_dict  (tests\verification\test_evidence_mapper.py:461)


test_evidence_mapper.test_has_core_key  (tests\verification\test_evidence_mapper.py:465)


test_evidence_mapper.test_core_key_has_engine_product_version  (tests\verification\test_evidence_mapper.py:469)


test_evidence_mapper.test_proof_number_increments  (tests\verification\test_evidence_mapper.py:475)


test_evidence_mapper.test_strong_evidence_status_granted  (tests\verification\test_evidence_mapper.py:481)


test_evidence_mapper.test_sovereign_proof_has_patent  (tests\verification\test_evidence_mapper.py:485)


test_evidence_mapper.test_proof_hash_present  (tests\verification\test_evidence_mapper.py:489)


test_evidence_mapper.test_returns_dict  (tests\verification\test_evidence_mapper.py:499)


test_evidence_mapper.test_has_required_keys  (tests\verification\test_evidence_mapper.py:502)


test_evidence_mapper.test_reflection_id_increments  (tests\verification\test_evidence_mapper.py:507)


test_evidence_mapper.test_health_healthy_when_no_claims  (tests\verification\test_evidence_mapper.py:513)


test_evidence_mapper.test_suggestions_is_list  (tests\verification\test_evidence_mapper.py:517)


test_evidence_mapper.test_suggestions_contains_no_claims_hint  (tests\verification\test_evidence_mapper.py:520)


test_evidence_mapper.test_health_degraded_after_many_halts  (tests\verification\test_evidence_mapper.py:526)


test_evidence_mapper.test_returns_sentient_core_instance  (tests\verification\test_evidence_mapper.py:540)


test_evidence_mapper.test_white_label_brand_in_process_result  (tests\verification\test_evidence_mapper.py:545)


test_evidence_mapper.test_white_label_product_in_process_result  (tests\verification\test_evidence_mapper.py:551)


test_evidence_mapper.test_white_label_partner_id_in_process_result  (tests\verification\test_evidence_mapper.py:557)


test_evidence_mapper.test_white_label_custom_halt_threshold  (tests\verification\test_evidence_mapper.py:563)


test_evidence_mapper.test_white_label_has_audit_trail_enabled  (tests\verification\test_evidence_mapper.py:568)


test_evidence_mapper.test_white_label_independent_of_parent  (tests\verification\test_evidence_mapper.py:573)


test_evidence_seeking.TestConstants  (tests\verification\test_evidence_seeking.py:42)


test_evidence_seeking.TestEnums  (tests\verification\test_evidence_seeking.py:63)


test_evidence_seeking.TestEvidenceQuery  (tests\verification\test_evidence_seeking.py:93)


test_evidence_seeking.TestEvidenceItem  (tests\verification\test_evidence_seeking.py:135)


test_evidence_seeking.TestEvidenceResult  (tests\verification\test_evidence_seeking.py:164)


test_evidence_seeking.TestTFIDFScorer  (tests\verification\test_evidence_seeking.py:206)


test_evidence_seeking.TestRegulatorySource  (tests\verification\test_evidence_seeking.py:239)


test_evidence_seeking.TestDocumentStoreSource  (tests\verification\test_evidence_seeking.py:278)


test_evidence_seeking.TestClaimParser  (tests\verification\test_evidence_seeking.py:307)


test_evidence_seeking.TestEvidenceChainLinker  (tests\verification\test_evidence_seeking.py:351)


test_evidence_seeking.TestEvidenceSeeker  (tests\verification\test_evidence_seeking.py:392)


test_evidence_seeking.StubSource  (tests\verification\test_evidence_seeking.py:493)


test_evidence_seeking.TestEvidenceSeekerStubbed  (tests\verification\test_evidence_seeking.py:513)


test_evidence_seeking.test_version_is_string  (tests\verification\test_evidence_seeking.py:43)


test_evidence_seeking.test_relevance_threshold_in_01  (tests\verification\test_evidence_seeking.py:46)


test_evidence_seeking.test_max_results_positive  (tests\verification\test_evidence_seeking.py:49)


test_evidence_seeking.test_confidence_floor_positive  (tests\verification\test_evidence_seeking.py:52)


test_evidence_seeking.test_genesis_hash_is_64_zeros  (tests\verification\test_evidence_seeking.py:55)


test_evidence_seeking.test_vetproof_domain_value  (tests\verification\test_evidence_seeking.py:64)


test_evidence_seeking.test_general_domain_value  (tests\verification\test_evidence_seeking.py:67)


test_evidence_seeking.test_status_discovered  (tests\verification\test_evidence_seeking.py:70)


test_evidence_seeking.test_status_chain_linked  (tests\verification\test_evidence_seeking.py:73)


test_evidence_seeking.test_strategy_hybrid  (tests\verification\test_evidence_seeking.py:76)


test_evidence_seeking.test_strategy_keyword  (tests\verification\test_evidence_seeking.py:79)


test_evidence_seeking.test_source_regulatory_db  (tests\verification\test_evidence_seeking.py:82)


test_evidence_seeking.test_source_document_store  (tests\verification\test_evidence_seeking.py:85)


test_evidence_seeking.test_to_dict_domain_is_string  (tests\verification\test_evidence_seeking.py:102)


test_evidence_seeking.test_to_dict_strategy_is_string  (tests\verification\test_evidence_seeking.py:106)


test_evidence_seeking.test_to_dict_has_required_keys  (tests\verification\test_evidence_seeking.py:110)


test_evidence_seeking.test_compute_hash_64_chars  (tests\verification\test_evidence_seeking.py:116)


test_evidence_seeking.test_compute_hash_is_hex  (tests\verification\test_evidence_seeking.py:119)


test_evidence_seeking.test_different_claims_different_hashes  (tests\verification\test_evidence_seeking.py:122)


test_evidence_seeking.test_default_domain_general  (tests\verification\test_evidence_seeking.py:127)


test_evidence_seeking.test_content_hash_auto_computed  (tests\verification\test_evidence_seeking.py:136)


test_evidence_seeking.test_empty_content_no_hash  (tests\verification\test_evidence_seeking.py:141)


test_evidence_seeking.test_explicit_hash_not_overwritten  (tests\verification\test_evidence_seeking.py:144)


test_evidence_seeking.test_to_dict_source_type_string  (tests\verification\test_evidence_seeking.py:148)


test_evidence_seeking.test_to_dict_status_string  (tests\verification\test_evidence_seeking.py:152)


test_evidence_seeking.test_default_status_discovered  (tests\verification\test_evidence_seeking.py:156)


test_evidence_seeking._result  (tests\verification\test_evidence_seeking.py:165)


test_evidence_seeking.test_to_dict_patent_field  (tests\verification\test_evidence_seeking.py:173)


test_evidence_seeking.test_to_dict_cage_field  (tests\verification\test_evidence_seeking.py:176)


test_evidence_seeking.test_to_dict_domain_string  (tests\verification\test_evidence_seeking.py:179)


test_evidence_seeking.test_to_dict_required_keys  (tests\verification\test_evidence_seeking.py:182)


test_evidence_seeking.test_to_sovereign_proof_type  (tests\verification\test_evidence_seeking.py:189)


test_evidence_seeking.test_to_sovereign_proof_patent  (tests\verification\test_evidence_seeking.py:193)


test_evidence_seeking.test_to_sovereign_proof_version_matches  (tests\verification\test_evidence_seeking.py:197)


test_evidence_seeking.test_tokenize_lowercase  (tests\verification\test_evidence_seeking.py:207)


test_evidence_seeking.test_tokenize_empty  (tests\verification\test_evidence_seeking.py:210)


test_evidence_seeking.test_compute_tf_sums_to_one  (tests\verification\test_evidence_seeking.py:213)


test_evidence_seeking.test_compute_idf_empty_corpus  (tests\verification\test_evidence_seeking.py:217)


test_evidence_seeking.test_score_identical_texts_is_one  (tests\verification\test_evidence_seeking.py:220)


test_evidence_seeking.test_score_zero_overlap_is_zero  (tests\verification\test_evidence_seeking.py:224)


test_evidence_seeking.test_score_in_01  (tests\verification\test_evidence_seeking.py:228)


test_evidence_seeking.test_score_empty_query_is_zero  (tests\verification\test_evidence_seeking.py:231)


test_evidence_seeking.test_vetproof_claim_returns_items  (tests\verification\test_evidence_seeking.py:246)


test_evidence_seeking.test_items_sorted_by_relevance_desc  (tests\verification\test_evidence_seeking.py:255)


test_evidence_seeking.test_max_results_respected  (tests\verification\test_evidence_seeking.py:263)


test_evidence_seeking.test_health_check_returns_dict  (tests\verification\test_evidence_seeking.py:269)


test_evidence_seeking._store  (tests\verification\test_evidence_seeking.py:279)


test_evidence_seeking.test_matching_doc_returned  (tests\verification\test_evidence_seeking.py:286)


test_evidence_seeking.test_empty_store_returns_empty  (tests\verification\test_evidence_seeking.py:291)


test_evidence_seeking.test_add_document_increases_results  (tests\verification\test_evidence_seeking.py:295)


test_evidence_seeking.test_parse_returns_evidence_query  (tests\verification\test_evidence_seeking.py:308)


test_evidence_seeking.test_keywords_extracted  (tests\verification\test_evidence_seeking.py:311)


test_evidence_seeking.test_stopwords_filtered  (tests\verification\test_evidence_seeking.py:315)


test_evidence_seeking.test_38_cfr_regulation_ref_extracted  (tests\verification\test_evidence_seeking.py:319)


test_evidence_seeking.test_hipaa_regulation_ref_extracted  (tests\verification\test_evidence_seeking.py:323)


test_evidence_seeking.test_vetproof_domain_detected  (tests\verification\test_evidence_seeking.py:327)


test_evidence_seeking.test_health_domain_detected  (tests\verification\test_evidence_seeking.py:331)


test_evidence_seeking.test_domain_hint_overrides_detection  (tests\verification\test_evidence_seeking.py:335)


test_evidence_seeking.test_hybrid_strategy_when_refs_and_keywords  (tests\verification\test_evidence_seeking.py:339)


test_evidence_seeking.test_empty_claim_returns_query  (tests\verification\test_evidence_seeking.py:343)


test_evidence_seeking._item  (tests\verification\test_evidence_seeking.py:352)


test_evidence_seeking.test_link_returns_64_char_hash  (tests\verification\test_evidence_seeking.py:355)


test_evidence_seeking.test_link_sets_status_chain_linked  (tests\verification\test_evidence_seeking.py:359)


test_evidence_seeking.test_sequential_links_differ  (tests\verification\test_evidence_seeking.py:365)


test_evidence_seeking.test_initial_head_is_genesis  (tests\verification\test_evidence_seeking.py:371)


test_evidence_seeking.test_reset_restores_genesis  (tests\verification\test_evidence_seeking.py:374)


test_evidence_seeking.test_empty_proof_hash_is_genesis  (tests\verification\test_evidence_seeking.py:380)


test_evidence_seeking.test_proof_hash_multiple_items_64_chars  (tests\verification\test_evidence_seeking.py:383)


test_evidence_seeking._seeker  (tests\verification\test_evidence_seeking.py:393)


test_evidence_seeking.test_seek_returns_evidence_result  (tests\verification\test_evidence_seeking.py:396)


test_evidence_seeking.test_proof_hash_set  (tests\verification\test_evidence_seeking.py:400)


test_evidence_seeking.test_domain_in_result  (tests\verification\test_evidence_seeking.py:404)


test_evidence_seeking.test_empty_claim_returns_result  (tests\verification\test_evidence_seeking.py:408)


test_evidence_seeking.test_search_time_nonnegative  (tests\verification\test_evidence_seeking.py:411)


test_evidence_seeking.test_accepted_lte_discovered  (tests\verification\test_evidence_seeking.py:415)


test_evidence_seeking.test_chain_hashes_count_matches_accepted  (tests\verification\test_evidence_seeking.py:419)


test_evidence_seeking.test_aggregate_confidence_in_01  (tests\verification\test_evidence_seeking.py:423)


test_evidence_seeking.test_verify_chain_fresh_result_true  (tests\verification\test_evidence_seeking.py:427)


test_evidence_seeking.test_validate_valid_items_true  (tests\verification\test_evidence_seeking.py:432)


test_evidence_seeking.test_validate_empty_false  (tests\verification\test_evidence_seeking.py:437)


test_evidence_seeking.test_validate_low_confidence_false  (tests\verification\test_evidence_seeking.py:440)


test_evidence_seeking.test_initial_stats_zero_searches  (tests\verification\test_evidence_seeking.py:445)


test_evidence_seeking.test_stats_increments  (tests\verification\test_evidence_seeking.py:448)


test_evidence_seeking.test_stats_required_keys  (tests\verification\test_evidence_seeking.py:454)


test_evidence_seeking.test_search_history_returned  (tests\verification\test_evidence_seeking.py:460)


test_evidence_seeking.test_search_history_limit  (tests\verification\test_evidence_seeking.py:466)


test_evidence_seeking.test_register_source_increments_count  (tests\verification\test_evidence_seeking.py:472)


test_evidence_seeking.test_list_sources_returns_list  (tests\verification\test_evidence_seeking.py:478)


test_evidence_seeking.test_domain_override_in_result  (tests\verification\test_evidence_seeking.py:482)


test_evidence_seeking.__init__  (tests\verification\test_evidence_seeking.py:494)


test_evidence_seeking.search  (tests\verification\test_evidence_seeking.py:499)


test_evidence_seeking.test_filters_below_threshold  (tests\verification\test_evidence_seeking.py:514)


test_evidence_seeking.test_accepts_above_threshold_and_sets_proof_hash  (tests\verification\test_evidence_seeking.py:527)


test_framework_registry.TestOmegaAThreshold  (tests\verification\test_framework_registry.py:46)


test_framework_registry.TestFrameworkBase  (tests\verification\test_framework_registry.py:61)


test_framework_registry.TestStubFramework  (tests\verification\test_framework_registry.py:77)


test_framework_registry.TestF22DiscreteGraphTheory  (tests\verification\test_framework_registry.py:110)


test_framework_registry.TestF23StochasticProcesses  (tests\verification\test_framework_registry.py:131)


test_framework_registry.TestF24ChaosTheory  (tests\verification\test_framework_registry.py:148)


test_framework_registry.TestF25CategoryTheory  (tests\verification\test_framework_registry.py:162)


test_framework_registry.TestF26InformationGeometry  (tests\verification\test_framework_registry.py:177)


test_framework_registry.TestF27SemanticTripleVerification  (tests\verification\test_framework_registry.py:191)


test_framework_registry.TestRealFrameworkAdapter  (tests\verification\test_framework_registry.py:210)


test_framework_registry.TestLatticeEvaluation  (tests\verification\test_framework_registry.py:262)


test_framework_registry.TestFrameworkRegistry  (tests\verification\test_framework_registry.py:296)


test_framework_registry.TestFrameworkRegistryDefault  (tests\verification\test_framework_registry.py:371)


test_framework_registry.TestGetDefaultRegistry  (tests\verification\test_framework_registry.py:411)


test_framework_registry.test_value_is_0_0884  (tests\verification\test_framework_registry.py:47)


test_framework_registry.test_is_float  (tests\verification\test_framework_registry.py:50)


test_framework_registry.test_in_valid_probability_range  (tests\verification\test_framework_registry.py:53)


test_framework_registry.test_score_returns_zero  (tests\verification\test_framework_registry.py:62)


test_framework_registry.test_score_returns_float  (tests\verification\test_framework_registry.py:66)


test_framework_registry.test_score_empty_string  (tests\verification\test_framework_registry.py:69)


test_framework_registry._stub  (tests\verification\test_framework_registry.py:78)


test_framework_registry.test_score_returns_default  (tests\verification\test_framework_registry.py:86)


test_framework_registry.test_score_ignores_text  (tests\verification\test_framework_registry.py:89)


test_framework_registry.test_fields_stored  (tests\verification\test_framework_registry.py:93)


test_framework_registry.test_zero_score_stub  (tests\verification\test_framework_registry.py:99)


test_framework_registry.test_one_score_stub  (tests\verification\test_framework_registry.py:102)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:111)


test_framework_registry.test_single_keyword_positive  (tests\verification\test_framework_registry.py:114)


test_framework_registry.test_all_keywords_max  (tests\verification\test_framework_registry.py:118)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:123)


test_framework_registry.test_irrelevant_text_zero  (tests\verification\test_framework_registry.py:127)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:132)


test_framework_registry.test_probability_keyword_positive  (tests\verification\test_framework_registry.py:135)


test_framework_registry.test_multiple_keywords_higher_score  (tests\verification\test_framework_registry.py:139)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:144)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:149)


test_framework_registry.test_chaotic_keyword  (tests\verification\test_framework_registry.py:152)


test_framework_registry.test_attractor_keyword  (tests\verification\test_framework_registry.py:155)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:158)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:163)


test_framework_registry.test_functor_keyword  (tests\verification\test_framework_registry.py:166)


test_framework_registry.test_morphism_and_composition  (tests\verification\test_framework_registry.py:169)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:173)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:178)


test_framework_registry.test_entropy_keyword  (tests\verification\test_framework_registry.py:181)


test_framework_registry.test_information_geometry_keyword  (tests\verification\test_framework_registry.py:184)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:187)


test_framework_registry.test_empty_string_zero  (tests\verification\test_framework_registry.py:192)


test_framework_registry.test_ontology_keyword  (tests\verification\test_framework_registry.py:195)


test_framework_registry.test_rdf_keyword  (tests\verification\test_framework_registry.py:198)


test_framework_registry.test_score_in_0_1  (tests\verification\test_framework_registry.py:201)


test_framework_registry._module_with_callables  (tests\verification\test_framework_registry.py:211)


test_framework_registry.test_all_callable_returns_one  (tests\verification\test_framework_registry.py:224)


test_framework_registry.test_none_callable_returns_zero  (tests\verification\test_framework_registry.py:229)


test_framework_registry.test_half_callable_returns_half  (tests\verification\test_framework_registry.py:234)


test_framework_registry.test_empty_all_returns_zero  (tests\verification\test_framework_registry.py:239)


test_framework_registry.test_no_all_attribute_returns_zero  (tests\verification\test_framework_registry.py:245)


test_framework_registry.test_repr_contains_id  (tests\verification\test_framework_registry.py:250)


test_framework_registry._le  (tests\verification\test_framework_registry.py:263)


test_framework_registry.test_weighted_score_product  (tests\verification\test_framework_registry.py:271)


test_framework_registry.test_passed_above_threshold  (tests\verification\test_framework_registry.py:275)


test_framework_registry.test_not_passed_below_threshold  (tests\verification\test_framework_registry.py:278)


test_framework_registry.test_fields_stored  (tests\verification\test_framework_registry.py:282)


test_framework_registry.test_weighted_score_zero_weight  (tests\verification\test_framework_registry.py:288)


test_framework_registry.test_initial_count_zero  (tests\verification\test_framework_registry.py:297)


test_framework_registry.test_register_increases_count  (tests\verification\test_framework_registry.py:300)


test_framework_registry.test_get_framework_returns_registered  (tests\verification\test_framework_registry.py:305)


test_framework_registry.test_get_framework_returns_none_for_unknown  (tests\verification\test_framework_registry.py:311)


test_framework_registry.test_list_frameworks_sorted  (tests\verification\test_framework_registry.py:314)


test_framework_registry.test_list_frameworks_empty_on_new_registry  (tests\verification\test_framework_registry.py:321)


test_framework_registry.test_evaluate_returns_list  (tests\verification\test_framework_registry.py:324)


test_framework_registry.test_evaluate_returns_lattice_evaluations  (tests\verification\test_framework_registry.py:331)


test_framework_registry.test_evaluate_empty_registry_returns_empty  (tests\verification\test_framework_registry.py:337)


test_framework_registry.test_omega_score_empty_registry_returns_zero  (tests\verification\test_framework_registry.py:340)


test_framework_registry.test_omega_score_single_framework  (tests\verification\test_framework_registry.py:343)


test_framework_registry.test_omega_score_average_of_weighted_scores  (tests\verification\test_framework_registry.py:348)


test_framework_registry.test_passed_flag_above_threshold  (tests\verification\test_framework_registry.py:354)


test_framework_registry.test_passed_flag_below_threshold  (tests\verification\test_framework_registry.py:360)


test_framework_registry._default  (tests\verification\test_framework_registry.py:372)


test_framework_registry.test_returns_framework_registry  (tests\verification\test_framework_registry.py:375)


test_framework_registry.test_contains_f22_discrete_graph  (tests\verification\test_framework_registry.py:378)


test_framework_registry.test_contains_f23_stochastic  (tests\verification\test_framework_registry.py:381)


test_framework_registry.test_contains_f24_chaos  (tests\verification\test_framework_registry.py:384)


test_framework_registry.test_contains_f25_category  (tests\verification\test_framework_registry.py:387)


test_framework_registry.test_contains_f26_info_geometry  (tests\verification\test_framework_registry.py:390)


test_framework_registry.test_contains_f27_semantic_triple  (tests\verification\test_framework_registry.py:393)


test_framework_registry.test_framework_count_at_least_6  (tests\verification\test_framework_registry.py:396)


test_framework_registry.test_omega_score_on_empty_string_in_0_1  (tests\verification\test_framework_registry.py:399)


test_framework_registry.test_list_frameworks_not_empty  (tests\verification\test_framework_registry.py:403)


test_framework_registry.test_returns_framework_registry  (tests\verification\test_framework_registry.py:412)


test_framework_registry.test_singleton_same_instance  (tests\verification\test_framework_registry.py:415)


test_framework_registry.test_singleton_has_frameworks  (tests\verification\test_framework_registry.py:420)


test_graph_traversal.TestBoundaryRisk  (tests\verification\test_graph_traversal.py:23)


test_graph_traversal.TestComputeEpsilonRisk  (tests\verification\test_graph_traversal.py:45)


test_graph_traversal.TestRecursiveAffiliateAggregation  (tests\verification\test_graph_traversal.py:105)


test_graph_traversal.test_score_clamped_to_zero_one  (tests\verification\test_graph_traversal.py:24)


test_graph_traversal.test_score_negative_clamped_to_zero  (tests\verification\test_graph_traversal.py:28)


test_graph_traversal.test_distance_is_absolute  (tests\verification\test_graph_traversal.py:32)


test_graph_traversal.test_is_within_five_percent_coerced_to_bool  (tests\verification\test_graph_traversal.py:36)


test_graph_traversal.test_claim_above_threshold_returns_zero_risk  (tests\verification\test_graph_traversal.py:46)


test_graph_traversal.test_claim_equal_to_threshold_returns_zero_risk  (tests\verification\test_graph_traversal.py:50)


test_graph_traversal.test_claim_below_threshold_returns_positive_risk  (tests\verification\test_graph_traversal.py:54)


test_graph_traversal.test_closer_to_threshold_means_higher_risk  (tests\verification\test_graph_traversal.py:58)


test_graph_traversal.test_within_five_percent_flag_set  (tests\verification\test_graph_traversal.py:63)


test_graph_traversal.test_outside_five_percent_flag_unset  (tests\verification\test_graph_traversal.py:68)


test_graph_traversal.test_score_bounded_by_one  (tests\verification\test_graph_traversal.py:73)


test_graph_traversal.test_distance_from_threshold_correct  (tests\verification\test_graph_traversal.py:78)


test_graph_traversal.test_zero_threshold_raises_value_error  (tests\verification\test_graph_traversal.py:82)


test_graph_traversal.test_negative_claimed_value_raises_value_error  (tests\verification\test_graph_traversal.py:86)


test_graph_traversal.test_alpha_scales_risk  (tests\verification\test_graph_traversal.py:90)


test_graph_traversal.test_returns_boundary_risk_instance  (tests\verification\test_graph_traversal.py:96)


test_graph_traversal._alice_olivia_graph  (tests\verification\test_graph_traversal.py:106)


test_graph_traversal.test_total_employees_aggregated  (tests\verification\test_graph_traversal.py:126)


test_graph_traversal.test_affiliate_count_includes_all_connected  (tests\verification\test_graph_traversal.py:131)


test_graph_traversal.test_threshold_exceeded_for_large_network  (tests\verification\test_graph_traversal.py:136)


test_graph_traversal.test_connected_entities_includes_all  (tests\verification\test_graph_traversal.py:141)


test_graph_traversal.test_small_network_below_threshold  (tests\verification\test_graph_traversal.py:146)


test_graph_traversal.test_entity_type_breakdown_recorded  (tests\verification\test_graph_traversal.py:158)


test_graph_traversal.test_cycle_handling_no_infinite_loop  (tests\verification\test_graph_traversal.py:165)


test_graph_traversal.test_empty_graph_raises_value_error  (tests\verification\test_graph_traversal.py:174)


test_graph_traversal.test_unknown_entity_raises_value_error  (tests\verification\test_graph_traversal.py:178)


test_graph_traversal.test_external_affiliate_not_in_graph_skipped  (tests\verification\test_graph_traversal.py:183)


test_hardware_attestation.TestConstants  (tests\verification\test_hardware_attestation.py:51)


test_hardware_attestation.TestTrustLevel  (tests\verification\test_hardware_attestation.py:85)


test_hardware_attestation.TestAttestationStatus  (tests\verification\test_hardware_attestation.py:110)


test_hardware_attestation._make_fp  (tests\verification\test_hardware_attestation.py:135)


test_hardware_attestation.TestDeviceFingerprint  (tests\verification\test_hardware_attestation.py:151)


test_hardware_attestation.TestHardwareAttestation  (tests\verification\test_hardware_attestation.py:202)


test_hardware_attestation.TestTrustAnchor  (tests\verification\test_hardware_attestation.py:248)


test_hardware_attestation.TestAttestationSigner  (tests\verification\test_hardware_attestation.py:279)


test_hardware_attestation.TestCollectDeviceFingerprint  (tests\verification\test_hardware_attestation.py:327)


test_hardware_attestation.TestHardwareAttestor  (tests\verification\test_hardware_attestation.py:361)


test_hardware_attestation._make_reg_fp  (tests\verification\test_hardware_attestation.py:472)


test_hardware_attestation._make_pi5_fp  (tests\verification\test_hardware_attestation.py:486)


test_hardware_attestation.TestTrustRegistry  (tests\verification\test_hardware_attestation.py:500)


test_hardware_attestation.test_attestation_version_is_string  (tests\verification\test_hardware_attestation.py:52)


test_hardware_attestation.test_genesis_hash_is_64_zeros  (tests\verification\test_hardware_attestation.py:55)


test_hardware_attestation.test_genesis_hash_length_is_64  (tests\verification\test_hardware_attestation.py:58)


test_hardware_attestation.test_pi5_soc_model_is_bcm2712  (tests\verification\test_hardware_attestation.py:61)


test_hardware_attestation.test_pi5_model_string_contains_raspberry_pi_5  (tests\verification\test_hardware_attestation.py:64)


test_hardware_attestation.test_trust_escalation_basic_is_1  (tests\verification\test_hardware_attestation.py:67)


test_hardware_attestation.test_trust_escalation_hardware_is_10  (tests\verification\test_hardware_attestation.py:70)


test_hardware_attestation.test_trust_escalation_sovereign_is_100  (tests\verification\test_hardware_attestation.py:73)


test_hardware_attestation.test_escalation_ordering  (tests\verification\test_hardware_attestation.py:76)


test_hardware_attestation.test_unknown_value  (tests\verification\test_hardware_attestation.py:86)


test_hardware_attestation.test_basic_value  (tests\verification\test_hardware_attestation.py:89)


test_hardware_attestation.test_hardware_value  (tests\verification\test_hardware_attestation.py:92)


test_hardware_attestation.test_sovereign_value  (tests\verification\test_hardware_attestation.py:95)


test_hardware_attestation.test_four_levels  (tests\verification\test_hardware_attestation.py:98)


test_hardware_attestation.test_is_str_enum  (tests\verification\test_hardware_attestation.py:101)


test_hardware_attestation.test_pending_value  (tests\verification\test_hardware_attestation.py:111)


test_hardware_attestation.test_valid_value  (tests\verification\test_hardware_attestation.py:114)


test_hardware_attestation.test_invalid_value  (tests\verification\test_hardware_attestation.py:117)


test_hardware_attestation.test_expired_value  (tests\verification\test_hardware_attestation.py:120)


test_hardware_attestation.test_revoked_value  (tests\verification\test_hardware_attestation.py:123)


test_hardware_attestation.test_five_statuses  (tests\verification\test_hardware_attestation.py:126)


test_hardware_attestation.test_fingerprint_hash_auto_computed  (tests\verification\test_hardware_attestation.py:152)


test_hardware_attestation.test_fingerprint_hash_is_hex  (tests\verification\test_hardware_attestation.py:156)


test_hardware_attestation.test_compute_fingerprint_hash_deterministic  (tests\verification\test_hardware_attestation.py:160)


test_hardware_attestation.test_different_hostname_different_hash  (tests\verification\test_hardware_attestation.py:164)


test_hardware_attestation.test_is_pi5_true_when_soc_is_bcm2712  (tests\verification\test_hardware_attestation.py:169)


test_hardware_attestation.test_is_pi5_true_when_model_contains_raspberry_pi_5  (tests\verification\test_hardware_attestation.py:172)


test_hardware_attestation.test_is_pi5_false_on_non_pi  (tests\verification\test_hardware_attestation.py:176)


test_hardware_attestation.test_to_dict_returns_dict  (tests\verification\test_hardware_attestation.py:180)


test_hardware_attestation.test_to_dict_platform_field  (tests\verification\test_hardware_attestation.py:183)


test_hardware_attestation.test_to_dict_fingerprint_hash_field  (tests\verification\test_hardware_attestation.py:186)


test_hardware_attestation.test_to_dict_has_all_fields  (tests\verification\test_hardware_attestation.py:189)


test_hardware_attestation._att  (tests\verification\test_hardware_attestation.py:203)


test_hardware_attestation.test_attestation_id_is_uuid  (tests\verification\test_hardware_attestation.py:209)


test_hardware_attestation.test_status_pending_by_default  (tests\verification\test_hardware_attestation.py:213)


test_hardware_attestation.test_version_matches_constant  (tests\verification\test_hardware_attestation.py:216)


test_hardware_attestation.test_chain_hash_genesis_by_default  (tests\verification\test_hardware_attestation.py:219)


test_hardware_attestation.test_compute_attestation_hash_64_chars  (tests\verification\test_hardware_attestation.py:223)


test_hardware_attestation.test_compute_attestation_hash_deterministic  (tests\verification\test_hardware_attestation.py:226)


test_hardware_attestation.test_to_dict_returns_dict  (tests\verification\test_hardware_attestation.py:230)


test_hardware_attestation.test_to_dict_has_attestation_id  (tests\verification\test_hardware_attestation.py:233)


test_hardware_attestation.test_to_dict_has_status  (tests\verification\test_hardware_attestation.py:236)


test_hardware_attestation.test_to_dict_has_signature  (tests\verification\test_hardware_attestation.py:239)


test_hardware_attestation._anchor  (tests\verification\test_hardware_attestation.py:249)


test_hardware_attestation.test_trust_level_unknown_by_default  (tests\verification\test_hardware_attestation.py:252)


test_hardware_attestation.test_attestation_count_zero_by_default  (tests\verification\test_hardware_attestation.py:255)


test_hardware_attestation.test_consecutive_valid_zero_by_default  (tests\verification\test_hardware_attestation.py:258)


test_hardware_attestation.test_is_pi5_false_by_default  (tests\verification\test_hardware_attestation.py:261)


test_hardware_attestation.test_to_dict_returns_dict  (tests\verification\test_hardware_attestation.py:264)


test_hardware_attestation.test_to_dict_has_device_id  (tests\verification\test_hardware_attestation.py:267)


test_hardware_attestation.test_to_dict_has_trust_level  (tests\verification\test_hardware_attestation.py:270)


test_hardware_attestation._hmac_signer  (tests\verification\test_hardware_attestation.py:280)


test_hardware_attestation.test_method_is_string  (tests\verification\test_hardware_attestation.py:284)


test_hardware_attestation.test_sign_returns_string  (tests\verification\test_hardware_attestation.py:288)


test_hardware_attestation.test_sign_returns_non_empty  (tests\verification\test_hardware_attestation.py:291)


test_hardware_attestation.test_verify_valid_own_signature  (tests\verification\test_hardware_attestation.py:294)


test_hardware_attestation.test_verify_false_for_tampered_data  (tests\verification\test_hardware_attestation.py:299)


test_hardware_attestation.test_verify_false_for_tampered_signature  (tests\verification\test_hardware_attestation.py:304)


test_hardware_attestation.test_sign_deterministic_same_secret  (tests\verification\test_hardware_attestation.py:310)


test_hardware_attestation.test_two_signers_same_secret_agree  (tests\verification\test_hardware_attestation.py:314)


test_hardware_attestation.test_returns_device_fingerprint_instance  (tests\verification\test_hardware_attestation.py:328)


test_hardware_attestation.test_fingerprint_hash_64_chars  (tests\verification\test_hardware_attestation.py:332)


test_hardware_attestation.test_platform_non_empty  (tests\verification\test_hardware_attestation.py:336)


test_hardware_attestation.test_architecture_non_empty  (tests\verification\test_hardware_attestation.py:339)


test_hardware_attestation.test_hostname_non_empty  (tests\verification\test_hardware_attestation.py:342)


test_hardware_attestation.test_hardware_serial_non_empty  (tests\verification\test_hardware_attestation.py:345)


test_hardware_attestation.test_cpu_count_positive  (tests\verification\test_hardware_attestation.py:348)


test_hardware_attestation.test_fingerprint_hash_is_valid_sha256  (tests\verification\test_hardware_attestation.py:351)


test_hardware_attestation._attestor  (tests\verification\test_hardware_attestation.py:362)


test_hardware_attestation.test_attest_returns_hardware_attestation  (tests\verification\test_hardware_attestation.py:365)


test_hardware_attestation.test_attest_status_is_valid  (tests\verification\test_hardware_attestation.py:369)


test_hardware_attestation.test_attest_signature_non_empty  (tests\verification\test_hardware_attestation.py:373)


test_hardware_attestation.test_attest_data_hash_is_64_chars  (tests\verification\test_hardware_attestation.py:377)


test_hardware_attestation.test_attest_signing_method_non_empty  (tests\verification\test_hardware_attestation.py:381)


test_hardware_attestation.test_verify_attestation_valid  (tests\verification\test_hardware_attestation.py:385)


test_hardware_attestation.test_verify_attestation_tampered_data_hash  (tests\verification\test_hardware_attestation.py:390)


test_hardware_attestation.test_verify_attestation_tampered_signature  (tests\verification\test_hardware_attestation.py:396)


test_hardware_attestation.test_verify_attestation_tampered_fingerprint_hostname  (tests\verification\test_hardware_attestation.py:402)


test_hardware_attestation.test_chain_first_attestation_genesis_chain_hash  (tests\verification\test_hardware_attestation.py:408)


test_hardware_attestation.test_chain_second_links_to_first  (tests\verification\test_hardware_attestation.py:413)


test_hardware_attestation.test_chain_third_links_to_second  (tests\verification\test_hardware_attestation.py:419)


test_hardware_attestation.test_get_attestation_count_increments  (tests\verification\test_hardware_attestation.py:426)


test_hardware_attestation.test_get_chain_head_hash_matches_last_attestation  (tests\verification\test_hardware_attestation.py:433)


test_hardware_attestation.test_get_device_fingerprint_returns_fingerprint  (tests\verification\test_hardware_attestation.py:438)


test_hardware_attestation.test_get_statistics_returns_dict  (tests\verification\test_hardware_attestation.py:441)


test_hardware_attestation.test_get_statistics_cage_code  (tests\verification\test_hardware_attestation.py:444)


test_hardware_attestation.test_get_statistics_patent  (tests\verification\test_hardware_attestation.py:447)


test_hardware_attestation.test_get_statistics_has_required_keys  (tests\verification\test_hardware_attestation.py:450)


test_hardware_attestation.test_attest_raises_on_non_serializable_data  (tests\verification\test_hardware_attestation.py:456)


test_hardware_attestation.test_different_data_different_hash  (tests\verification\test_hardware_attestation.py:460)


test_hardware_attestation.test_register_device_returns_trust_anchor  (tests\verification\test_hardware_attestation.py:501)


test_hardware_attestation.test_register_device_default_trust_unknown  (tests\verification\test_hardware_attestation.py:506)


test_hardware_attestation.test_register_device_custom_initial_trust  (tests\verification\test_hardware_attestation.py:511)


test_hardware_attestation.test_register_device_duplicate_raises  (tests\verification\test_hardware_attestation.py:516)


test_hardware_attestation.test_get_anchor_none_for_unknown_device  (tests\verification\test_hardware_attestation.py:523)


test_hardware_attestation.test_get_anchor_returns_anchor_after_registration  (tests\verification\test_hardware_attestation.py:526)


test_hardware_attestation.test_update_trust_raises_for_unregistered  (tests\verification\test_hardware_attestation.py:534)


test_hardware_attestation.test_update_trust_valid_increments_consecutive  (tests\verification\test_hardware_attestation.py:541)


test_hardware_attestation.test_update_trust_valid_increments_attestation_count  (tests\verification\test_hardware_attestation.py:550)


test_hardware_attestation.test_update_trust_invalid_resets_consecutive  (tests\verification\test_hardware_attestation.py:559)


test_hardware_attestation.test_trust_escalation_unknown_to_basic_after_one  (tests\verification\test_hardware_attestation.py:571)


test_hardware_attestation.test_trust_escalation_to_hardware_after_ten  (tests\verification\test_hardware_attestation.py:580)


test_hardware_attestation.test_trust_escalation_sovereign_requires_pi5  (tests\verification\test_hardware_attestation.py:590)


test_hardware_attestation.test_trust_sticky_on_invalid  (tests\verification\test_hardware_attestation.py:602)


test_hardware_attestation.test_list_devices_returns_list  (tests\verification\test_hardware_attestation.py:617)


test_hardware_attestation.test_list_devices_entries_are_dicts  (tests\verification\test_hardware_attestation.py:625)


test_hardware_attestation.test_get_devices_at_level_basic  (tests\verification\test_hardware_attestation.py:630)


test_hardware_attestation.test_get_devices_at_level_excludes_unknown  (tests\verification\test_hardware_attestation.py:640)


test_hardware_attestation.test_get_statistics_returns_dict  (tests\verification\test_hardware_attestation.py:647)


test_hardware_attestation.test_get_statistics_has_required_keys  (tests\verification\test_hardware_attestation.py:650)


test_hardware_attestation.test_get_statistics_total_devices_count  (tests\verification\test_hardware_attestation.py:656)


test_hardware_attestation.test_get_statistics_pi5_devices_detected  (tests\verification\test_hardware_attestation.py:662)


test_hf_dataset_connector._make_question  (tests\verification\test_hf_dataset_connector.py:57)


test_hf_dataset_connector._make_vote  (tests\verification\test_hf_dataset_connector.py:73)


test_hf_dataset_connector._make_consensus_result  (tests\verification\test_hf_dataset_connector.py:77)


test_hf_dataset_connector._gsm8k_config  (tests\verification\test_hf_dataset_connector.py:94)


test_hf_dataset_connector._generic_config  (tests\verification\test_hf_dataset_connector.py:104)


test_hf_dataset_connector.TestConstants  (tests\verification\test_hf_dataset_connector.py:122)


test_hf_dataset_connector.TestEnums  (tests\verification\test_hf_dataset_connector.py:168)


test_hf_dataset_connector.TestDatasetCatalog  (tests\verification\test_hf_dataset_connector.py:252)


test_hf_dataset_connector.TestDatasetConfig  (tests\verification\test_hf_dataset_connector.py:311)


test_hf_dataset_connector.TestBenchmarkQuestion  (tests\verification\test_hf_dataset_connector.py:374)


test_hf_dataset_connector.TestModelVote  (tests\verification\test_hf_dataset_connector.py:439)


test_hf_dataset_connector.TestConsensusResult  (tests\verification\test_hf_dataset_connector.py:470)


test_hf_dataset_connector.TestVerticalBenchmark  (tests\verification\test_hf_dataset_connector.py:539)


test_hf_dataset_connector.TestSuiteResults  (tests\verification\test_hf_dataset_connector.py:652)


test_hf_dataset_connector.TestTransformRegistry  (tests\verification\test_hf_dataset_connector.py:711)


test_hf_dataset_connector.TestRegisterTransform  (tests\verification\test_hf_dataset_connector.py:755)


test_hf_dataset_connector.TestTransformFunctions  (tests\verification\test_hf_dataset_connector.py:806)


test_hf_dataset_connector.TestFallbackSamples  (tests\verification\test_hf_dataset_connector.py:1021)


test_hf_dataset_connector.TestHFDatasetConnector  (tests\verification\test_hf_dataset_connector.py:1076)


test_hf_dataset_connector.TestBenchmarkSuiteComputeConsensus  (tests\verification\test_hf_dataset_connector.py:1260)


test_hf_dataset_connector.test_version_is_1_0_0  (tests\verification\test_hf_dataset_connector.py:123)


test_hf_dataset_connector.test_vetproof_threshold  (tests\verification\test_hf_dataset_connector.py:126)


test_hf_dataset_connector.test_legal_threshold  (tests\verification\test_hf_dataset_connector.py:129)


test_hf_dataset_connector.test_finance_threshold  (tests\verification\test_hf_dataset_connector.py:132)


test_hf_dataset_connector.test_health_threshold  (tests\verification\test_hf_dataset_connector.py:135)


test_hf_dataset_connector.test_education_threshold  (tests\verification\test_hf_dataset_connector.py:138)


test_hf_dataset_connector.test_aviation_threshold  (tests\verification\test_hf_dataset_connector.py:141)


test_hf_dataset_connector.test_general_threshold  (tests\verification\test_hf_dataset_connector.py:144)


test_hf_dataset_connector.test_aviation_is_highest_threshold  (tests\verification\test_hf_dataset_connector.py:147)


test_hf_dataset_connector.test_education_is_lowest_threshold  (tests\verification\test_hf_dataset_connector.py:151)


test_hf_dataset_connector.test_all_seven_verticals_present_in_thresholds  (tests\verification\test_hf_dataset_connector.py:155)


test_hf_dataset_connector.test_all_thresholds_in_valid_range  (tests\verification\test_hf_dataset_connector.py:158)


test_hf_dataset_connector.test_vertical_vetproof_value  (tests\verification\test_hf_dataset_connector.py:170)


test_hf_dataset_connector.test_vertical_aviation_value  (tests\verification\test_hf_dataset_connector.py:173)


test_hf_dataset_connector.test_vertical_legal_value  (tests\verification\test_hf_dataset_connector.py:176)


test_hf_dataset_connector.test_vertical_finance_value  (tests\verification\test_hf_dataset_connector.py:179)


test_hf_dataset_connector.test_vertical_health_value  (tests\verification\test_hf_dataset_connector.py:182)


test_hf_dataset_connector.test_vertical_education_value  (tests\verification\test_hf_dataset_connector.py:185)


test_hf_dataset_connector.test_vertical_general_value  (tests\verification\test_hf_dataset_connector.py:188)


test_hf_dataset_connector.test_vertical_count_is_7  (tests\verification\test_hf_dataset_connector.py:191)


test_hf_dataset_connector.test_vertical_is_str_enum  (tests\verification\test_hf_dataset_connector.py:194)


test_hf_dataset_connector.test_benchmark_status_pending_value  (tests\verification\test_hf_dataset_connector.py:199)


test_hf_dataset_connector.test_benchmark_status_running_value  (tests\verification\test_hf_dataset_connector.py:202)


test_hf_dataset_connector.test_benchmark_status_completed_value  (tests\verification\test_hf_dataset_connector.py:205)


test_hf_dataset_connector.test_benchmark_status_failed_value  (tests\verification\test_hf_dataset_connector.py:208)


test_hf_dataset_connector.test_benchmark_status_partial_value  (tests\verification\test_hf_dataset_connector.py:211)


test_hf_dataset_connector.test_benchmark_status_count_is_5  (tests\verification\test_hf_dataset_connector.py:214)


test_hf_dataset_connector.test_question_format_multiple_choice  (tests\verification\test_hf_dataset_connector.py:218)


test_hf_dataset_connector.test_question_format_open_ended  (tests\verification\test_hf_dataset_connector.py:221)


test_hf_dataset_connector.test_question_format_numeric  (tests\verification\test_hf_dataset_connector.py:224)


test_hf_dataset_connector.test_question_format_yes_no  (tests\verification\test_hf_dataset_connector.py:227)


test_hf_dataset_connector.test_question_format_classification  (tests\verification\test_hf_dataset_connector.py:230)


test_hf_dataset_connector.test_dataset_category_truthfulness  (tests\verification\test_hf_dataset_connector.py:234)


test_hf_dataset_connector.test_dataset_category_hallucination  (tests\verification\test_hf_dataset_connector.py:237)


test_hf_dataset_connector.test_dataset_category_mathematics  (tests\verification\test_hf_dataset_connector.py:240)


test_hf_dataset_connector.test_dataset_category_biomedical  (tests\verification\test_hf_dataset_connector.py:243)


test_hf_dataset_connector.test_catalog_is_not_empty  (tests\verification\test_hf_dataset_connector.py:253)


test_hf_dataset_connector.test_truthful_qa_in_catalog  (tests\verification\test_hf_dataset_connector.py:256)


test_hf_dataset_connector.test_gsm8k_in_catalog  (tests\verification\test_hf_dataset_connector.py:259)


test_hf_dataset_connector.test_pubmedqa_in_catalog  (tests\verification\test_hf_dataset_connector.py:262)


test_hf_dataset_connector.test_casehold_in_catalog  (tests\verification\test_hf_dataset_connector.py:265)


test_hf_dataset_connector.test_financial_phrasebank_in_catalog  (tests\verification\test_hf_dataset_connector.py:268)


test_hf_dataset_connector.test_medmcqa_in_catalog  (tests\verification\test_hf_dataset_connector.py:271)


test_hf_dataset_connector.test_sciq_in_catalog  (tests\verification\test_hf_dataset_connector.py:274)


test_hf_dataset_connector.test_winogrande_in_catalog  (tests\verification\test_hf_dataset_connector.py:277)


test_hf_dataset_connector.test_ai2_arc_challenge_in_catalog  (tests\verification\test_hf_dataset_connector.py:280)


test_hf_dataset_connector.test_mmlu_anatomy_in_catalog  (tests\verification\test_hf_dataset_connector.py:283)


test_hf_dataset_connector.test_all_catalog_values_are_dataset_config  (tests\verification\test_hf_dataset_connector.py:286)


test_hf_dataset_connector.test_truthful_qa_config_vertical  (tests\verification\test_hf_dataset_connector.py:290)


test_hf_dataset_connector.test_gsm8k_config_vertical  (tests\verification\test_hf_dataset_connector.py:293)


test_hf_dataset_connector.test_pubmedqa_config_vertical  (tests\verification\test_hf_dataset_connector.py:296)


test_hf_dataset_connector.test_casehold_config_vertical  (tests\verification\test_hf_dataset_connector.py:299)


test_hf_dataset_connector.test_financial_phrasebank_vertical  (tests\verification\test_hf_dataset_connector.py:302)


test_hf_dataset_connector.test_name_stored  (tests\verification\test_hf_dataset_connector.py:312)


test_hf_dataset_connector.test_default_split  (tests\verification\test_hf_dataset_connector.py:316)


test_hf_dataset_connector.test_default_sample_size  (tests\verification\test_hf_dataset_connector.py:320)


test_hf_dataset_connector.test_default_vertical  (tests\verification\test_hf_dataset_connector.py:324)


test_hf_dataset_connector.test_default_streaming_is_false  (tests\verification\test_hf_dataset_connector.py:328)


test_hf_dataset_connector.test_default_subset_is_none  (tests\verification\test_hf_dataset_connector.py:332)


test_hf_dataset_connector.test_default_transform_fn_name_is_none  (tests\verification\test_hf_dataset_connector.py:336)


test_hf_dataset_connector.test_default_question_column  (tests\verification\test_hf_dataset_connector.py:340)


test_hf_dataset_connector.test_default_answer_column  (tests\verification\test_hf_dataset_connector.py:344)


test_hf_dataset_connector.test_custom_fields_stored  (tests\verification\test_hf_dataset_connector.py:348)


test_hf_dataset_connector.test_fields_stored  (tests\verification\test_hf_dataset_connector.py:375)


test_hf_dataset_connector.test_default_choices_is_none  (tests\verification\test_hf_dataset_connector.py:381)


test_hf_dataset_connector.test_default_dataset_name_is_empty  (tests\verification\test_hf_dataset_connector.py:385)


test_hf_dataset_connector.test_content_hash_returns_64_char_hex  (tests\verification\test_hf_dataset_connector.py:389)


test_hf_dataset_connector.test_same_text_and_gt_produce_same_hash  (tests\verification\test_hf_dataset_connector.py:396)


test_hf_dataset_connector.test_different_text_produces_different_hash  (tests\verification\test_hf_dataset_connector.py:415)


test_hf_dataset_connector.test_different_ground_truth_produces_different_hash  (tests\verification\test_hf_dataset_connector.py:420)


test_hf_dataset_connector.test_metadata_field_defaults_to_empty_dict  (tests\verification\test_hf_dataset_connector.py:425)


test_hf_dataset_connector.test_vertical_stored  (tests\verification\test_hf_dataset_connector.py:429)


test_hf_dataset_connector.test_fields_stored  (tests\verification\test_hf_dataset_connector.py:440)


test_hf_dataset_connector.test_default_is_correct_is_none  (tests\verification\test_hf_dataset_connector.py:447)


test_hf_dataset_connector.test_default_latency_ms_is_zero  (tests\verification\test_hf_dataset_connector.py:451)


test_hf_dataset_connector.test_default_confidence_is_zero  (tests\verification\test_hf_dataset_connector.py:455)


test_hf_dataset_connector.test_is_correct_can_be_set  (tests\verification\test_hf_dataset_connector.py:459)


test_hf_dataset_connector.test_proof_hash_returns_64_char_hex  (tests\verification\test_hf_dataset_connector.py:471)


test_hf_dataset_connector.test_proof_hash_changes_when_consensus_answer_changes  (tests\verification\test_hf_dataset_connector.py:484)


test_hf_dataset_connector.test_halt_triggered_defaults_to_false  (tests\verification\test_hf_dataset_connector.py:503)


test_hf_dataset_connector.test_halt_reason_defaults_to_none  (tests\verification\test_hf_dataset_connector.py:507)


test_hf_dataset_connector.test_model_votes_defaults_to_empty_list  (tests\verification\test_hf_dataset_connector.py:511)


test_hf_dataset_connector.test_timestamp_is_set_automatically  (tests\verification\test_hf_dataset_connector.py:515)


test_hf_dataset_connector.test_proof_hash_deterministic_same_inputs  (tests\verification\test_hf_dataset_connector.py:520)


test_hf_dataset_connector.test_compute_statistics_total_questions  (tests\verification\test_hf_dataset_connector.py:540)


test_hf_dataset_connector.test_compute_statistics_total_halted  (tests\verification\test_hf_dataset_connector.py:550)


test_hf_dataset_connector.test_compute_statistics_total_correct  (tests\verification\test_hf_dataset_connector.py:560)


test_hf_dataset_connector.test_compute_statistics_accuracy  (tests\verification\test_hf_dataset_connector.py:570)


test_hf_dataset_connector.test_compute_statistics_halt_rate  (tests\verification\test_hf_dataset_connector.py:581)


test_hf_dataset_connector.test_compute_statistics_all_halted_accuracy_is_zero  (tests\verification\test_hf_dataset_connector.py:591)


test_hf_dataset_connector.test_compute_statistics_all_correct  (tests\verification\test_hf_dataset_connector.py:601)


test_hf_dataset_connector.test_run_hash_returns_64_char_hex  (tests\verification\test_hf_dataset_connector.py:608)


test_hf_dataset_connector.test_status_defaults_to_pending  (tests\verification\test_hf_dataset_connector.py:614)


test_hf_dataset_connector.test_compute_statistics_empty_results_no_crash  (tests\verification\test_hf_dataset_connector.py:618)


test_hf_dataset_connector.test_consensus_rate_computed_for_non_halted  (tests\verification\test_hf_dataset_connector.py:623)


test_hf_dataset_connector.test_per_dataset_accuracy_extracted_from_question_id  (tests\verification\test_hf_dataset_connector.py:634)


test_hf_dataset_connector.test_suite_hash_returns_64_char_hex  (tests\verification\test_hf_dataset_connector.py:653)


test_hf_dataset_connector.test_suite_hash_is_deterministic  (tests\verification\test_hf_dataset_connector.py:659)


test_hf_dataset_connector.test_compute_statistics_aggregates_across_verticals  (tests\verification\test_hf_dataset_connector.py:663)


test_hf_dataset_connector.test_status_defaults_to_pending  (tests\verification\test_hf_dataset_connector.py:688)


test_hf_dataset_connector.test_verticals_defaults_to_empty_dict  (tests\verification\test_hf_dataset_connector.py:692)


test_hf_dataset_connector.test_models_used_populated_after_compute_statistics  (tests\verification\test_hf_dataset_connector.py:696)


test_hf_dataset_connector.test_registry_is_not_empty  (tests\verification\test_hf_dataset_connector.py:712)


test_hf_dataset_connector.test_truthful_qa_in_registry  (tests\verification\test_hf_dataset_connector.py:715)


test_hf_dataset_connector.test_gsm8k_in_registry  (tests\verification\test_hf_dataset_connector.py:718)


test_hf_dataset_connector.test_financial_phrasebank_in_registry  (tests\verification\test_hf_dataset_connector.py:721)


test_hf_dataset_connector.test_pubmedqa_in_registry  (tests\verification\test_hf_dataset_connector.py:724)


test_hf_dataset_connector.test_generic_in_registry  (tests\verification\test_hf_dataset_connector.py:727)


test_hf_dataset_connector.test_mmlu_in_registry  (tests\verification\test_hf_dataset_connector.py:730)


test_hf_dataset_connector.test_medmcqa_in_registry  (tests\verification\test_hf_dataset_connector.py:733)


test_hf_dataset_connector.test_sciq_in_registry  (tests\verification\test_hf_dataset_connector.py:736)


test_hf_dataset_connector.test_winogrande_in_registry  (tests\verification\test_hf_dataset_connector.py:739)


test_hf_dataset_connector.test_casehold_in_registry  (tests\verification\test_hf_dataset_connector.py:742)


test_hf_dataset_connector.test_all_registry_values_are_callable  (tests\verification\test_hf_dataset_connector.py:745)


test_hf_dataset_connector.test_register_adds_to_registry  (tests\verification\test_hf_dataset_connector.py:756)


test_hf_dataset_connector.test_registered_function_is_callable  (tests\verification\test_hf_dataset_connector.py:763)


test_hf_dataset_connector.test_register_overwrites_existing_key  (tests\verification\test_hf_dataset_connector.py:772)


test_hf_dataset_connector.test_original_function_still_works_after_registration  (tests\verification\test_hf_dataset_connector.py:783)


test_hf_dataset_connector.test_gsm8k_extracts_answer_after_hash_marks  (tests\verification\test_hf_dataset_connector.py:807)


test_hf_dataset_connector.test_gsm8k_question_id_format  (tests\verification\test_hf_dataset_connector.py:817)


test_hf_dataset_connector.test_gsm8k_question_format_is_numeric  (tests\verification\test_hf_dataset_connector.py:824)


test_hf_dataset_connector.test_gsm8k_empty_question_returns_none  (tests\verification\test_hf_dataset_connector.py:831)


test_hf_dataset_connector.test_gsm8k_no_hash_marks_uses_full_answer  (tests\verification\test_hf_dataset_connector.py:836)