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"tests/grounding/test_grounding_v2_stage2.py::TestBothAxesWarnAgainstMuseumPrecision::test_the_horizontal_axis_says_it_is_not_about_dating": true, "tests/grounding/test_grounding_v2_stage2.py::TestBothAxesWarnAgainstMuseumPrecision::test_the_three_axes_are_kept_apart": true, "tests/grounding/test_grounding_v2_stage2.py::TestBothAxesWarnAgainstMuseumPrecision::test_it_says_no_is_a_legitimate_answer_there": true, "tests/grounding/test_grounding_v2_stage2.py::TestBothAxesWarnAgainstMuseumPrecision::test_the_dont_close_with_no_advice_is_scoped_to_visibility": true, "tests/grounding/test_grounding_v2_stage2.py::TestBothAxesWarnAgainstMuseumPrecision::test_both_axes_now_carry_the_same_warning": true, "tests/grounding/test_grounding_v2_plan_step.py::TestStaleGateCoversPackAndModel::test_target_image_model_is_folded_in": true, "tests/grounding/test_grounding_v2_stage2.py::TestBlock2TargetIsInThePayload::test_coords_appear_in_prompt": true, "tests/grounding/test_grounding_v2_stage2.py::TestBlock2TargetIsInThePayload::test_changing_target_moves_payload_hash": true, "tests/grounding/test_grounding_v2_stage2.py::TestTieOnlyMattersWhenItChangesTheAnswer::test_a_difficulty_tie_is_always_immaterial_now": true, "tests/grounding/test_grounding_v2_stage3c.py::TestA0IdentityIsTheRealPayloadToo::test_a_second_crash_does_not_lose_the_first_runs_calls": true, "tests/grounding/test_grounding_v2_stage2.py::TestThePromptNoLongerAsksForTheRetiredAxes::test_it_does_not_ask_for_the_two_axes": true, "tests/core/test_build_opik_metadata.py::test_base_metadata_with_context": true, "tests/core/test_build_opik_metadata.py::test_empty_context": true, "tests/core/test_build_opik_metadata.py::test_extra_tags_appended": true, "tests/core/test_build_opik_metadata.py::test_extra_metadata_protects_reserved_keys": true, "tests/core/test_build_opik_metadata.py::test_both_extra_params": true, "tests/core/test_build_opik_metadata.py::test_extra_tags_none_ignored": true, "tests/modules/llm/test_call_structured_fallback.py::TestCallStructuredFallback::test_tier1_empty_response_tier2_success": true, "tests/modules/llm/test_call_structured_fallback.py::TestCallStructuredFallback::test_tier1_2_fail_tier3_gpt_success": true, "tests/grounding/test_era_research_split_2a.py::TestTheKeysAreByteIdentical::test_2b_has_not_been_wired_yet": true, "tests/grounding/test_era_research_split_2a.py::TestTheKeysAreByteIdentical::test_nothing_was_deleted_from_the_function": true, "tests/grounding/test_era_research_split_2a.py::TestTheBoundaryIsExplicit::test_the_two_halves_are_marked": true, "tests/grounding/test_era_research_split_2a.py::TestTheRefKeyMovesWithTheAcquisitionContract::test_the_round_count_moves_it": true, "tests/grounding/test_era_research_split_2a.py::TestTheKeyFoldsWhatThatCallerActuallyDoes::test_the_default_is_the_full_contract": true, "tests/grounding/test_reference_acquisition_contract.py::TestItMovesWhenTheThingsThatDecideTheReferenceMove::test_the_round_count_moves_it": true, "tests/grounding/test_grounding_screen_step.py::TestItSitsWhereItMust::test_legacy_does_not_run_it": true, "tests/grounding/test_grounding_screen.py::TestTheCapActuallyStopsSpending::test_a_failing_flush_does_not_stop_the_screen": true, "tests/grounding/test_grounding_binding.py::TestEveryListStepActuallyRuns::test_each_list_step_reaches_the_provider[entity_all_character-characters-C]": true, "tests/grounding/test_grounding_binding.py::TestEveryListStepActuallyRuns::test_each_list_step_reaches_the_provider[entity_all_location-locations-L]": true, "tests/grounding/test_grounding_binding.py::TestEveryListStepActuallyRuns::test_each_list_step_falls_back_to_scene_chaining[entity_all_character-characters]": true, "tests/grounding/test_grounding_binding.py::TestEveryListStepActuallyRuns::test_each_list_step_falls_back_to_scene_chaining[entity_all_location-locations]": true, "tests/grounding/test_chunk_merge_contract.py::TestSameOwnerCrossChunk::test_the_exception_flags_survive_the_merge": true, "tests/grounding/test_chunk_merge_contract.py::TestTheInputIsCheckedBeforeReducing::test_a_blank_anchor_stops": true, "tests/grounding/test_chunk_merge_contract.py::TestExceptionNeedsBothOnOneRow::test_a_merged_exception_carries_which_row_said_so": true, "tests/grounding/test_grounding_binding.py::TestTheCatalogCarriesOnlyDynamicSlots::test_it_holds_no_example_object": true, "tests/grounding/test_grounding_binding.py::TestTheCatalogCarriesOnlyDynamicSlots::test_a_repeated_id_is_listed_once": true, "tests/grounding/test_chunk_merge_contract.py::TestItIsNotWiredYet::test_no_production_code_imports_it": true, "tests/grounding/test_chunk_payload.py::TestThePreflightCountsInsteadOfStating::test_the_planted_ledger_comes_from_the_fixture_not_the_tool": true, "tests/grounding/test_cc_runner.py::TestNothingLeavesWithoutASender::test_the_key_survives_all_the_way_to_the_router_metadata": true, "tests/grounding/test_chunk_payload.py::TestTheManuscriptIsNotPadding::test_the_planted_words_have_believable_counts": true, "tests/grounding/test_chunk_merge_contract.py::TestTwiceInOneChunkCounts::test_two_anchors_in_one_chunk_count_as_two": true, "tests/grounding/test_synthetic_episode_endpoint.py::TestTheChainOnARealManuscript::test_twice_in_one_chunk_counts_as_two": true, "tests/grounding/test_chunk_payload.py::TestTheQuoteBecomesACanonicalSpan::test_a_fabricated_quote_stops_here": true, "tests/grounding/test_chunk_payload.py::TestTheQuoteBecomesACanonicalSpan::test_asking_for_a_later_occurrence_than_exists_stops": true, "tests/grounding/test_chunk_payload.py::TestEvidenceIsNotCountedAsAnOccurrence::test_a_fabricated_evidence_quote_stops": true, "tests/grounding/test_cc_runner.py::TestReplayOfTheSavedPaidJournalBuysNothingNew::test_the_saved_lock_still_matches_todays_lock": true, "tests/grounding/test_cc_runner.py::TestReplayOfTheSavedPaidJournalBuysNothingNew::test_replaying_it_buys_only_the_missing_merge": true, "tests/grounding/test_cc_runner.py::TestReplayOfTheSavedPaidJournalBuysNothingNew::test_the_replay_quarantines_the_two_reworded_rows": true, "tests/grounding/test_cc_runner.py::TestReplayCannotBuyAtAll::test_replay_of_the_frozen_journal_buys_nothing": true, "tests/grounding/test_cc_runner.py::TestReplayCannotBuyAtAll::test_the_corrected_oracle_clears_the_only_wrong": true, "tests/grounding/test_chunk_merge_contract.py::TestTwiceInOneChunkCounts::test_two_places_in_two_scenes_count_as_two": true, "tests/grounding/test_synthetic_episode_endpoint.py::TestTheChainOnARealManuscript::test_twice_in_one_scene_is_still_one_appearance": true, "tests/grounding/test_chunk_merge_contract.py::TestTwiceInOneChunkCounts::test_hard_and_explicit_not_notice_is_a_plain_no": true, "tests/grounding/test_facet_binding.py::TestOutlookBindsToItsCharacter::test_it_binds_through_the_relation_ledger": true, "tests/grounding/test_facet_binding.py::TestOutlookBindsToItsCharacter::test_two_parents_is_debt_not_a_pick": true, "tests/grounding/test_shot_catalog.py::TestTheBVerifierActuallyExercisesItsAxes::test_the_fingerprint_moves_with_the_catalog": true, "tests/grounding/test_chunk_entity_adapter.py::TestIdsDoNotCollideWithWhatIsAlreadyThere::test_numbering_continues_past_existing_rows": true, "tests/pipeline/test_ref_asset_id_record.py::test_every_attach_role_has_a_registration": true, "tests/unit/test_all_provider_calls_are_traced.py::test_direct_provider_calls_carry_opik_tracing": true, "tests/unit/test_canary_3defects_fix.py::TestEraCachedWrapper::test_outcome_failed_vs_non_target": true, "tests/unit/test_era_research.py::test_research_reference_happy_path": true, "tests/unit/test_era_research.py::test_verdicts_and_urls_survive_on_success": true, "tests/grounding/test_chunk_entity_adapter.py::TestTheLedgerOwnsTheIdentity::test_registered_without_a_final_id_is_skipped_not_invented": true, "tests/grounding/test_grounding_v2_stage3.py::TestModeEnum::test_exactly_three_modes": true, "tests/grounding/test_grounding_v2_stage3.py::TestModeEnum::test_only_v2_buys_v2_research": true, "tests/grounding/test_grounding_v2_stage3.py::TestModeEnum::test_which_modes_buy_v2_research": true, "tests/grounding/test_grounding_v2_stage3.py::TestModeEnum::test_only_the_chunk_mode_uses_the_chunk_producer": true, "tests/grounding/test_chunk_producer_step.py::TestCancellationIsNotASingleChunkFailure::test_an_ordinary_provider_error_is_still_counted_not_raised": true, "tests/grounding/test_chunk_producer_step.py::TestTheCallIdentityRidesToOpik::test_the_identity_is_put_in_the_opik_metadata": true, "tests/grounding/test_chunk_producer_step.py::TestThePhysicalBoundIsDecidedNotGuessed::test_a_plan_over_the_approved_bound_stops_before_buying": true, "tests/grounding/test_era_coordinate_in_queries.py::TestThePackSaysIt::test_the_brief_pack_demands_the_period_in_every_query": true, "tests/grounding/test_era_coordinate_in_queries.py::TestThePackSaysIt::test_the_narrow_hint_keeps_the_period_too": true, "tests/grounding/test_era_coordinate_in_queries.py::TestThePackSaysIt::test_the_narrow_hint_does_not_contradict_itself": true, "tests/grounding/test_ref_canary_transmission_budget.py::TestTheBoundIsReadFromRealConstants::test_the_armed_cap_is_not_computed_from_the_worst_case": true, "tests/grounding/test_reference_bundle_inert.py::TestItIsStillInert::test_the_new_roles_are_not_declared_yet": true, "tests/grounding/test_reference_bundle_inert.py::TestItIsStillInert::test_nothing_in_app_imports_it": true, "tests/grounding/test_short_id_prefix_equivalence.py::TestTheOldNumbersDoNotMove::test_a_malformed_id_is_still_skipped[X01]": true, "tests/grounding/test_short_id_prefix_equivalence.py::TestTheOldNumbersDoNotMove::test_a_malformed_id_is_still_skipped[L-1]": true, "tests/grounding/test_canary_isolation.py::TestAlembicGoesThroughTheSameGate::test_the_command_is_a_separate_process": true, "tests/grounding/test_canary_cost_table.py::TestTheBoundaryComesFromTheRealModule::test_it_says_not_found_is_not_absent": true, "tests/grounding/test_canary_run.py::TestThePlanIsWhatWeAgreed::test_the_free_steps_are_the_three": true, "tests/grounding/test_canary_isolation.py::TestNoConnectionDetailsAreBakedIn::test_no_template_means_stop": true, "tests/grounding/test_canary_isolation.py::TestTheAdminConnectionIsGated::test_no_admin_dsn_means_stop": true, "tests/grounding/test_canary_bootstrap.py::TestTheEnvIsIsolated::test_without_a_template_it_stops": true, "tests/grounding/test_call_bound_contract.py::TestTheLayersAreWhatTheContractSays::test_retries_add_attempts_not_multiply_slots": true, "tests/grounding/test_call_bound_contract.py::TestRawIsNotCounted::test_a_loose_contract_is_twelve_times_a_pinned_one": true, "tests/grounding/test_call_bound_contract.py::TestBothToolsUseThisOneContract::test_the_counted_half_matches_the_production_formula": true, "tests/grounding/test_canary_cost_table.py::TestTheThreeLayersAreSeparate::test_the_counted_bound_matches_the_production_formula": true, "tests/grounding/test_canary_run.py::TestTheApprovedCeilingIsTheGate::test_the_computed_number_is_reported_separately": true, "tests/grounding/test_prompt_loader_rollback.py::TestABrokenLookupDoesNotPoisonTheSession::test_every_public_entry_leaves_the_session_usable[load_prompt-args0]": true, "tests/grounding/test_prompt_loader_rollback.py::TestABrokenLookupDoesNotPoisonTheSession::test_every_public_entry_leaves_the_session_usable[load_schema-args1]": true, "tests/grounding/test_canary_pipeline.py::TestOneStepAtATime::test_every_applied_step_runs_once": true, "tests/grounding/test_canary_text_budget.py::TestItSaysWhatItDoesNotCover::test_the_doorless_path_is_named": true, "tests/grounding/test_canary_report_acceptance.py::TestOpikIsASubsetNotTheSourceOfTruthForMoney::test_a_zero_from_a_bad_time_window_is_not_reported_as_a_gap": true, "tests/grounding/test_facet_binding.py::TestLocationPartIsDurableDebt::test_the_canon_types_do_not_include_it": true, "tests/grounding/test_facet_binding.py::TestLocationPartIsDurableDebt::test_it_becomes_debt_even_with_a_perfect_relation": true, "tests/grounding/test_facet_binding.py::TestLocationPartIsDurableDebt::test_the_debt_names_why_it_is_not_registered_as_a_location": true, "tests/grounding/test_chunk_entity_adapter.py::TestFacetsDoNotSneakIntoBaseTypes::test_a_registered_facet_becomes_a_skip_not_a_base_row[location_part]": true, "tests/grounding/test_chunk_entity_adapter.py::TestFacetsDoNotSneakIntoBaseTypes::test_the_key_map_has_no_facet_slot": true, "tests/grounding/test_five_owners_endpoint.py::TestTheFixtureItselfIsHonest::test_the_negatives_carry_no_axis_basis": true, "tests/grounding/test_entity_sync_ext_inert.py::TestItIsStillInert::test_nothing_in_app_imports_it": true, "tests/grounding/test_entity_sync_ext_inert.py::TestItIsStillInert::test_the_live_sync_still_reads_only_three": true, "tests/grounding/test_relation_projection_inert.py::TestItIsStillInert::test_nothing_in_app_imports_it": true, "tests/grounding/test_a0_candidate_ledger.py::TestEveryCandidateLandsSomewhere::test_location_part_still_binds_when_it_matches": true, "tests/grounding/test_grounding_screen_step.py::TestNoScenarioWordsInTheCode::test_the_source_holds_no_literal_target_list[\"\"\"\\uc55e\\ucabd **\\ud310\\ubcc4** \\uc2a4\\ud15d (13.68) \\u2014 \\u300c\\ubb34\\uc5c7\\uc774 \\ucc38\\uc870 \\uc0ac\\uc9c4\\uc744 \\uc0ac\\uc57c \\ud558\\ub294\\uac00\\u300d.\\n\\n 13.5 entity_merge \\u2190 \\uacb0\\uc18d\\ud560 \\uc5d4\\ud2f0\\ud2f0\\uac00 \\uc5ec\\uae30\\uc11c \\uc815\\ud574\\uc9c4\\ub2e4\\n \\u2193\\n 13.65 grounding_plan route \\ud655\\uc815 (\\uae30\\uc874 \\ucd95)\\n \\u2193\\n 13.68 \\u2605grounding_screen **\\ud310\\ubcc4\\ub9cc** \\u2014 `era_research.assess_plan_cached`\\n \\u2193\\n 13.7 entity_filter \\ud310\\ubcc4\\uc774 \\uc5f0 \\uac83\\uc744 **\\uc548 \\uc9c0\\uc6b4\\ub2e4** + \\uc5c6\\ub294 \\ud589\\uc740 \\ub9cc\\ub4e0\\ub2e4\\n \\u2193\\n 19.x \\uc911\\uc559 \\ud68d\\ub4dd \\u2605\\uc0ac\\ub294 \\uacf3\\uc740 **\\uc5ec\\uae30 \\ud558\\ub098**\\n\\n\\u2605\\uc774 \\uc2a4\\ud15d\\uc740 **\\ucc38\\uc870\\ub97c \\uc0ac\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac80\\uc0c9\\xb7\\uc774\\ubbf8\\uc9c0 \\uac80\\uc0c9\\xb7VLM \\ud638\\ucd9c 0.\\n\\uc0ac\\ub294 \\uac83\\uc740 \\uc911\\uc559 19.x \\ud55c \\uacf3\\uc774\\ub2e4 \\u2014 \\ub450 \\uacf3\\uc5d0\\uc11c \\uc0ac\\uba74 \\uac19\\uc740 \\ub300\\uc0c1\\uc744 \\ub450 \\ubc88 \\uc0b0\\ub2e4.\\n\\n\\u2605`generation_difficulty` \\ub97c **\\uadfc\\uac70\\ub85c \\uc4f0\\uc9c0 \\uc54a\\ub294\\ub2e4.** \\uac19\\uc740 \\uc720\\ub8cc \\ud310\\ub2e8\\uc744 \\ub450 \\ubc88\\n\\uc0ac\\uc9c0 \\uc54a\\uae30\\ub85c \\ud655\\uc815\\ub410\\ub2e4 \\u2014 \\ud310\\ubcc4 SOT \\ub294 `era_research.assess_subjects` \\ub2e4.\\n\\n\\u2605\\uacb0\\uc18d(`binding`)\\uc740 `grounding_carry` \\uac00 SOT \\ub2e4. \\uc774 \\uc2a4\\ud15d\\uc740 \\uadf8 \\uc7a5\\ubd80\\ub97c \\uc77d\\uc744 \\ubfd0\\n\\uc774\\ub984\\uc744 \\ub2e4\\uc2dc \\uc9dd\\uc9d3\\uc9c0 \\uc54a\\ub294\\ub2e4.\\n\"\"\"\\nfrom __future__ import annotations\\n\\nimport logging\\nfrom typing import Any, Dict\\n\\nfrom app.core.grounding_mode import (GROUNDING_MODE_LEGACY,\\n resolve_grounding_mode)\\nfrom app.core.step_runner import StepRunner\\nfrom app.core.steps.entity_steps import _EntityStepMixin\\nfrom app.modules.pipeline import grounding_carry as _carry\\nfrom app.modules.pipeline import grounding_screen as _screen\\nfrom app.modules.pipeline import era_research as _era\\nfrom app.modules.pipeline.grounding_subject import SUBJECT_ID_CONTRACT_VERSION\\n\\nlogger = logging.getLogger(__name__)\\n\\n#: \\u2605\\ud310\\ubcc4 \\uce90\\uc2dc\\uac00 \\uc549\\ub294 \\uce78. CP \\uc548\\uc5d0 \\ub450\\uc5b4 **resume \\uc774 \\ub2e4\\uc2dc \\uc548 \\uc0ac\\uac8c** \\ud55c\\ub2e4.\\nCACHE_KEY = \"assess_cache\"\\n#: \\u2605\\u2605\\ud55c \\uc904\\uc774 \\ub0a0 \\ub54c\\ub9c8\\ub2e4 **\\uc5ec\\uae30\\uc5d0 \\uba3c\\uc800** \\uc313\\uc778\\ub2e4. \\uc2a4\\ud15d\\uc774 \\uc911\\uac04\\uc5d0 \\ub04a\\uaca8\\ub3c4 \\uc774\\n#: \\ud30c\\uc77c\\uc774 \\ub0a8\\uc544 \\ub2e4\\uc74c \\ud310\\uc774 \\uc55e\\uc758 \\uc720\\ub8cc \\uacb0\\uacfc\\ub97c **\\ub2e4\\uc2dc \\uc548 \\uc0b0\\ub2e4**.\\nPARTIAL_NAME = \"screen_partial.json\"\\n\\n\\nclass GroundingScreenStep(_EntityStepMixin, StepRunner):\\n \"\"\"\\ucc38\\uc870 \\ud68d\\ub4dd **\\uc758\\ubb34**\\ub97c \\uc815\\ud55c\\ub2e4. \\uc0ac\\uc9c0\\ub294 \\uc54a\\ub294\\ub2e4.\"\"\"\\n\\n def _execute(self, mode: str = \"resume\") -> Dict[str, Any]:\\n g_mode = resolve_grounding_mode(self.project_config)\\n if g_mode == GROUNDING_MODE_LEGACY:\\n # \\u2605manifest \\uc758 `if_grounding_v2` \\uac00 \\uc774\\ubbf8 \\uac70\\ub978\\ub2e4. \\ub2e8\\ub3c5 \\ud638\\ucd9c\\ub85c \\ub4e4\\uc5b4\\uc640\\ub3c4\\n # **\\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud558\\uace0** \\uc120\\ub2e4.\\n logger.info(\"grounding_screen: mode=legacy \\u2014 \\uc544\\ubb34\\uac83\\ub3c4 \\uc548 \\ud55c\\ub2e4\")\\n return self._wrap(g_mode, screened={}, skipped=True)\\n\\n merge_cp = self._load_prev_checkpoint(\"entity_merge\")\\n entities = (merge_cp or {}).get(\"data\") or {}\\n a0_cp = self._load_prev_checkpoint(\"grounding_a0\")\\n a0_cands = ((a0_cp or {}).get(\"data\") or {}).get(\"candidates\") or []\\n\\n # \\u2605\\u2605\\uacb0\\uc18d\\uc740 `grounding_carry` **\\ud55c \\ud568\\uc218**\\uac00 \\ud55c\\ub2e4 \\u2014 `grounding_plan` \\uacfc\\n # offline \\uc7ac\\uc0dd\\uae30\\uac00 \\uc4f0\\ub294 \\ubc14\\ub85c \\uadf8 \\ud568\\uc218\\ub2e4. \\uc5ec\\uae30\\uc11c \\ub530\\ub85c \\uc9dd\\uc9c0\\uc73c\\uba74 \\uc138 \\uacf3\\uc774\\n # \\uac08\\ub9ac\\uace0, \\uac08\\ub9b0 \\uac83\\uc744 \\uc544\\ubb34\\ub3c4 \\ubabb \\ubcf8\\ub2e4.\\n built = _carry.build_subjects(\\n entities, project_id=self.project_id, episode_id=self.episode_id,\\n source_step=\"entity_merge\", a0_candidates=a0_cands)\\n ledger = built.get(\"candidate_ledger\") or {}\\n # \\u2605\\u2605\\u2605**\\ub450 \\uc7a5\\ubd80\\ub97c \\ud569\\uce5c\\ub2e4** (Codex BLOCK 2026-09-01).\\n # \\ud6c4\\ubcf4 \\uc7a5\\ubd80\\ub9cc \\ubcf4\\uba74 \\u300cA0 \\ud6c4\\ubcf4\\uac00 \\uc5c6\\ub294 \\uae30\\uc874 \\uc5d4\\ud2f0\\ud2f0 \\ud589\\u300d\\uc744 \\ud45c\\ud604\\ud560 \\uc218 \\uc5c6\\uc5b4\\n # `binding_of` \\uac00 \\uadf8\\uac83\\uc744 `unbound` \\ub85c \\ub5a8\\uc5b4\\ub728\\ub9b0\\ub2e4 \\u2014 \\uc2e4\\uce21: \\ub4f1\\ub85d LP +\\n # A0=[] \\u2192 `unbound`. subject \\ucabd \\ucc98\\ubd84\\uc740 `build_subjects` \\uac00 \\ub0b8\\ub2e4.\\n dispositions = dict(built.get(\"subject_dispositions\") or {})\\n dispositions.update({\\n str(r.get(\"research_subject_id\") or \"\"): str(r.get(\"disposition\") or \"\")\\n for r in (ledger.get(\"rows\") or [])\\n })\\n # \\u2605\\u2605**\\ub2e4\\uc12f \\uac08\\ub798\\ub97c \\uc804\\ubd80** \\ubaa8\\uc9d1\\ub2e8\\uc5d0 \\ub123\\ub294\\ub2e4. `build_subjects` \\uc758\\n # `subjects` \\ub294 `DISP_PROMOTED` \\ub9cc \\uc2b9\\uaca9\\ud558\\ubbc0\\ub85c facet \\ub450 \\uac08\\ub798\\uac00 \\ud1b5\\uc9f8\\ub85c\\n # \\ube60\\uc9c4\\ub2e4 \\u2014 \\uadf8\\uac83\\ub9cc \\ubcf4\\ub0b4 \\ub193\\uace0 \\u300c\\ub2e4\\uc12f owner \\ud310\\ubcc4\\u300d\\uc774\\ub77c\\uace0 \\uc4f0\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n subjects = _screen.build_population(\\n built[\"subjects\"], a0_cands, dispositions)\\n\\n from app.core.world_context import build_world_facts_block\\n\\n rules_cp = self._load_prev_checkpoint(\"visual_world_rules\")\\n world = build_world_facts_block(rules_cp)\\n if not world.strip():\\n from app.core.errors import AppError\\n\\n # \\u2605\\uc138\\uacc4\\uad00 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud558\\uba74 \\u300c\\uadf8 \\uc2dc\\ub300\\uc5d0 \\ud2b9\\ubcc4\\ud55c\\uac00\\u300d\\ub97c \\ubb3c\\uc744 \\uae30\\uc900\\uc774 \\uc5c6\\ub2e4.\\n # \\ube48 \\ube14\\ub85d\\uc73c\\ub85c \\uc0ac\\uba74 \\uadf8 \\ub3c8\\uc774 \\uadf8\\ub0e5 \\ubc84\\ub824\\uc9c4\\ub2e4.\\n raise AppError(\\n code=\"grounding_screen.missing_world_context\",\\n message=\"visual_world_rules \\uac00 \\ube44\\uc5c8\\ub2e4 \\u2014 \\uc2dc\\ub300 \\uae30\\uc900 \\uc5c6\\uc774 \\ud310\\ubcc4\\ud560 \\uc218 \\uc5c6\\ub2e4\",\\n status_code=400,\\n )\\n\\n # \\u2605\\uc774\\uc804 \\ud310\\uc758 \\ud310\\ubcc4 \\uce90\\uc2dc\\ub97c \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4 \\u2014 resume \\uc774 \\uac19\\uc740 \\uac83\\uc744 **\\ub2e4\\uc2dc \\uc0ac\\uba74**\\n # \\uc548 \\ub41c\\ub2e4. \\ube48 \\ubaa9\\ub85d(\\ube44\\ub300\\uc0c1)\\ub3c4 \\uce90\\uc2dc\\ub77c \\uadf8\\uac83\\uae4c\\uc9c0 \\uc774\\uc5b4\\ubc1b\\uc544\\uc57c \\ub73b\\uc774 \\uc788\\ub2e4.\\n prev = ((self._load_prev_checkpoint(self.step_id) or {}).get(\"data\")\\n or {}).get(CACHE_KEY) or {}\\n cache: Dict[str, Any] = dict(prev) if isinstance(prev, dict) else {}\\n # \\u2605\\u2605**\\ub04a\\uae34 \\ud310\\uc774 \\ub0a8\\uae34 \\uac83\\ub3c4 \\uc774\\uc5b4\\ubc1b\\ub294\\ub2e4.** \\uccb4\\ud06c\\ud3ec\\uc778\\ud2b8\\ub294 \\uc2a4\\ud15d\\uc774 \\ub05d\\ub098\\uc57c\\n # \\uc368\\uc9c0\\ubbc0\\ub85c, N\\ubc88\\uc9f8\\uc5d0\\uc11c \\ub04a\\uae30\\uba74 \\uc55e\\uc758 N-1 \\uc720\\ub8cc \\uacb0\\uacfc\\uac00 CP \\uc5d0\\ub294 \\uc5c6\\ub2e4.\\n cache.update(self._load_partial())\\n failed_memo: set = set()\\n\\n def _flush_row(_row, _plan, _cache=cache) -> None:\\n # \\u2605\\uce90\\uc2dc \\uc804\\uccb4\\ub97c \\ub2e4\\uc2dc \\uc4f4\\ub2e4. \\uc904 \\ub2e8\\uc704\\ub85c \\ub367\\ubd99\\uc774\\uba74 \\ud30c\\uc77c\\uc774 \\ubc18\\ucabd\\uc778 \\ucc44\\ub85c\\n # \\ub04a\\uae38 \\uc218 \\uc788\\uace0, \\ubc18\\ucabd JSON \\uc740 \\ub2e4\\uc74c \\ud310\\uc774 \\ud1b5\\uc9f8\\ub85c \\ubabb \\uc77d\\ub294\\ub2e4.\\n self._save_partial(_cache)\\n\\n out = _screen.screen_subjects(\\n subjects,\\n dispositions=dispositions,\\n world_facts_block=world,\\n cache_get=lambda k: (cache.get(k)\\n if isinstance(cache.get(k), dict) else None),\\n cache_put=lambda k, v: cache.__setitem__(k, v),\\n project_config=self.project_config,\\n opik_metadata=self.build_opik_metadata(),\\n failed_memo=failed_memo,\\n max_assess=(self.project_config or {}).get(\\n \"grounding_screen_max_assess\"),\\n on_row=_flush_row,\\n )\\n logger.info(\\n \"grounding_screen: \\ub300\\uc0c1 %d\\uac1c \\xb7 \\ud310\\ubcc4 \\ud638\\ucd9c %d \\xb7 %s \\xb7 \\uac08\\ub798\\ubcc4 %s\",\\n len(subjects), out[\"assess_calls\"], out[\"counts\"], out[\"by_owner\"])\\n\\n facet_debt = _screen.facet_obligations(out)\\n if facet_debt:\\n # \\u2605**\\uc0ac\\uc57c \\ud558\\ub294\\ub370 \\ubd99\\uc744 \\ub370\\uac00 \\uc5c6\\ub294 \\uac83\\ub4e4.** \\xa72-6.5a producer \\ubaab\\uc774\\ub2e4.\\n # \\uc774 \\ubaa9\\ub85d\\uc774 \\ub0a8\\uc740 \\ucc44\\ub85c \\u300c\\ub2e4\\uc12f \\uac08\\ub798 \\uc644\\ub8cc\\u300d\\ub97c \\ub9d0\\ud558\\uba74 \\uac70\\uc9d3\\uc774\\ub2e4.\\n logger.warning(\\n \"grounding_screen: producer \\uac00 \\uc5c6\\uc5b4 \\ubbf8\\ub8ec \\uc758\\ubb34 %d\\uac74 \\u2014 \\xa72-6.5a\",\\n len(facet_debt))\\n # \\u2605\\u2605**\\uc9c0\\uc6b0\\uc9c0 \\uc54a\\ub294\\ub2e4** (Codex BLOCK-2). manifest \\uc800\\uc7a5\\uc740\\n # `StepRunner.run \\u2192 _execute_and_finalize \\u2192 save_checkpoint` \\uc5d0\\uc11c\\n # `_execute` **\\uac00 \\ub3cc\\uc544\\uc628 \\ub4a4**\\uc5d0 \\uc77c\\uc5b4\\ub09c\\ub2e4. \\uc5ec\\uae30\\uc11c \\uc9c0\\uc6b0\\uba74 \\ubc18\\ud658 \\uc9c1\\ud6c4\\n # crash \\ub098 CP \\uc800\\uc7a5 \\uc2e4\\ud328\\uc5d0 \\uc0b0 \\uac83\\uc774 **\\uc544\\ubb34 \\ub370\\ub3c4 \\uc548 \\ub0a8\\ub294\\ub2e4**.\\n # \\u2605\\ub0a8\\uaca8 \\ub450\\ub294 \\ube44\\uc6a9\\uc740 \\ud30c\\uc77c \\ud558\\ub098\\ubfd0\\uc774\\ub2e4 \\u2014 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\ud329\\xb7\\ubaa8\\ub378\\xb7\\uc815\\ucc45\\uc774\\n # \\uc811\\ud600 \\uc788\\uc5b4 \\uacc4\\uc57d\\uc774 \\ubc14\\ub00c\\uba74 \\uc61b \\uce78\\uc740 \\uadf8\\ub0e5 \\uc548 \\ub9de\\ub294\\ub2e4.\\n return self._wrap(g_mode, screened=out, cache=cache)\\n\\n def _partial_path(self):\\n return self._cp_dir / PARTIAL_NAME\\n\\n def _load_partial(self) -> Dict[str, Any]:\\n import json\\n\\n p = self._partial_path()\\n if not p.exists():\\n return {}\\n try:\\n got = json.loads(p.read_text(encoding=\"utf-8\"))\\n except Exception: # noqa: BLE001 \\u2014 \\ubc18\\ucabd \\ud30c\\uc77c\\uc774 \\ud310\\ubcc4\\uc744 \\ub9c9\\uc73c\\uba74 \\uc548 \\ub41c\\ub2e4\\n logger.warning(\"grounding_screen: \\uc911\\uac04 \\uc800\\uc7a5\\uc774 \\uae68\\uc84c\\ub2e4 \\u2014 \\ubb34\\uc2dc\\ud558\\uace0 \\uac04\\ub2e4\")\\n return {}\\n return got if isinstance(got, dict) else {}\\n\\n def _save_partial(self, cache: Dict[str, Any]) -> None:\\n import json\\n import os\\n\\n p = self._partial_path()\\n p.parent.mkdir(parents=True, exist_ok=True)\\n tmp = p.with_suffix(\".tmp\")\\n tmp.write_text(json.dumps(cache, ensure_ascii=False), encoding=\"utf-8\")\\n # \\u2605**\\uc6d0\\uc790\\uc801\\uc73c\\ub85c** \\ubc14\\uafbc\\ub2e4. \\uadf8\\ub0e5 \\ub36e\\uc5b4\\uc4f0\\uba74 \\uc4f0\\ub294 \\ub3c4\\uc911\\uc5d0 \\ub04a\\uacbc\\uc744 \\ub54c\\n # \\ub2e4\\uc74c \\ud310\\uc774 \\ubc18\\ucabd \\ud30c\\uc77c\\uc744 \\uc77d\\ub294\\ub2e4.\\n os.replace(tmp, p)\\n\\n\\n\\n def _wrap(self, g_mode: str, *, screened: Dict[str, Any],\\n cache: Dict[str, Any] | None = None,\\n skipped: bool = False) -> Dict[str, Any]:\\n rows = screened.get(\"rows\") or []\\n counts = screened.get(\"counts\") or {}\\n # \\u2605\\ubabb \\uc120 \\uac83\\uacfc \\uc0c1\\ud55c\\uc5d0 \\uac78\\ub9b0 \\uac83\\uc740 **\\uc2e4\\ud328\\ub85c \\uc13c\\ub2e4** \\u2014 `partial` \\uc774 \\ub418\\uc5b4\\n # \\ud558\\ub958\\uac00 \\ub9c9\\ud78c\\ub2e4. \\u300c\\ubbf8\\ud655\\uc815\\u300d\\uc744 \\u300c\\ube44\\ub300\\uc0c1\\u300d\\uc73c\\ub85c \\uc77d\\uc73c\\uba74 \\ucc38\\uc870 \\uc5c6\\uc774 \\ub0b4\\ub824\\uac04\\ub2e4.\\n failed = (counts.get(_screen.SCREEN_UNRESOLVED, 0)\\n + counts.get(_screen.SCREEN_CAPPED, 0))\\n done = len(rows) - failed\\n payload: Dict[str, Any] = {\\n \"mode\": g_mode,\\n \"contract_version\": _screen.SCREEN_CONTRACT_VERSION,\\n \"subject_count\": len(rows),\\n \"search_calls\": 0,\\n \"image_calls\": 0,\\n **{k: v for k, v in screened.items() if k != \"contract_version\"},\\n \"facet_debt\": _screen.facet_obligations(screened),\\n }\\n if cache is not None:\\n payload[CACHE_KEY] = cache\\n if skipped:\\n payload[\"skipped\"] = True\\n return {\\n \"completed_count\": done,\\n \"applicable_count\": len(rows),\\n \"failed_count\": failed,\\n \"config_hash\": self._config_hash(),\\n \"data\": payload,\\n }\\n\\n def _config_hash(self) -> str:\\n \"\"\"\\u2605\\ud310\\ubcc4 \\uacc4\\uc57d\\xb7\\ud329 \\ubc14\\uc774\\ud2b8\\ub97c \\uc9c0\\ubb38\\uc5d0 \\uc811\\ub294\\ub2e4.\\n\\n \\uc548 \\uc811\\uc73c\\uba74 \\ud329\\uc774\\ub098 \\ubaa8\\ub378\\uc744 \\ubc14\\uafd4\\ub3c4 resume \\uc774 **\\uc61b \\ud310\\ubcc4\\uc744 \\uadf8\\ub300\\ub85c \\uac74\\ub108\\ub6f4\\ub2e4**.\\n \"\"\"\\n import hashlib\\n import json\\n\\n from app.core.step_runner import compute_config_hash\\n\\n raw = json.dumps({\\n \"base\": compute_config_hash(self.project_config),\\n \"screen_contract\": _screen.SCREEN_CONTRACT_VERSION,\\n \"carry_contract\": _carry.CARRY_CONTRACT_VERSION,\\n \"subject_contract\": SUBJECT_ID_CONTRACT_VERSION,\\n \"era_policy\": _era.ERA_RESEARCH_POLICY_VERSION,\\n \"era_pack\": _era.resolve_era_pack(),\\n \"era_pack_hash\": _era.era_pack_content_hash(),\\n \"assess_model\": _era.ASSESS_MODEL,\\n # \\u2605\\u2605alias \\ub294 \\uadf8\\ub300\\ub85c\\uc778\\ub370 **\\ubb3c\\ub9ac \\ubaa8\\ub378\\ub9cc \\ubc14\\ub00c\\uba74** outer resume \\uc774\\n # \\uc61b CP \\ub97c \\uac74\\ub108\\ub6f4\\ub2e4 \\u2014 \\ub2e4\\ub978 \\ubaa8\\ub378\\uc774 \\ud310\\ubcc4\\ud55c \\uac83\\uc744 \\uadf8\\ub300\\ub85c \\uc4f0\\uac8c \\ub41c\\ub2e4\\n # (Codex). `era_research` \\uac00 \\uce90\\uc2dc \\ud0a4\\uc5d0 \\uc811\\ub294 \\uac83\\uacfc \\uac19\\uc740 \\uac12\\uc774\\ub2e4.\\n \"assess_model_physical\": _era.resolve_model_physical(\\n _era.ASSESS_MODEL),\\n }, sort_keys=True, ensure_ascii=False)\\n return hashlib.sha256(raw.encode(\"utf-8\")).hexdigest()[:16]\\n]": true, "tests/grounding/test_grounding_v2_stage3.py::TestOwnerGroupsAndContestedCandidates::test_a_fixed_installation_binds_to_a_stored_prop": true, "tests/grounding/test_five_owners_endpoint.py::TestADeclaredLinkNeverFallsBackToNames::test_the_obligation_count_matches_what_was_registered": true, "tests/grounding/test_outlook_binding.py::TestItRefusesInsteadOfGuessing::test_two_characters_for_one_outlook_are_unresolved": true, "tests/grounding/test_central_acquisition.py::TestTheGatesStandBeforeTheProvider::test_the_cap_stops_instead_of_growing": true, "tests/grounding/test_central_acquisition.py::TestEveryLaneSurvivesIntoTheOutput::test_the_evidence_rides_with_what_was_bought": true, "tests/grounding/test_central_acquisition.py::TestAProviderFailureDoesNotStrandTheRun::test_the_swallow_rule_is_one_place": true, "tests/grounding/test_owner_reference_projection.py::TestTheSevenPlacesDeriveFromHere::test_no_consumer_compares_prefixes_by_hand": true, "tests/grounding/test_bundle_projection.py::TestTheParentPhotoIsNotDuplicated::test_two_siblings_share_one_parent_context": true, "tests/grounding/test_bundle_projection.py::TestTheParentPhotoIsNotDuplicated::test_each_part_still_gets_its_own_detail": true, "tests/grounding/test_bundle_projection.py::TestTheParentPhotoIsNotDuplicated::test_the_parent_identity_is_the_parents_own": true, "tests/grounding/test_bundle_projection.py::TestTheParentPhotoIsNotDuplicated::test_only_one_physical_image_lands_for_the_parent": true, "tests/grounding/test_bundle_projection.py::TestTheParentPhotoIsNotDuplicated::test_the_covered_set_reaches_the_attached_value": true, "tests/grounding/test_bundle_projection.py::TestWhenThereIsNoParentRow::test_the_part_owns_its_own_context": true, "tests/grounding/test_bundle_projection.py::TestWhenThereIsNoParentRow::test_a_part_with_no_parent_coordinate_owns_it_too": true, "tests/grounding/test_bundle_projection.py::TestWhenThereIsNoParentRow::test_a_missing_parent_context_does_not_block_the_detail": true, "tests/grounding/test_bundle_projection.py::TestALocationWithNoPartsStillGetsContext::test_it_is_its_own_subject": true, "tests/grounding/test_bundle_projection.py::TestItRefusesToGuess::test_a_row_without_an_acquisition_identity_stops": true, "tests/grounding/test_reference_obligations.py::TestWithNoParentItInventsNoPlaceId::test_there_is_still_no_producer_for_host_context": true, "tests/grounding/test_downstream_derives_lanes.py::TestTheEntityChainCarriesTheFourthLane::test_no_lane_name_is_hand_written_in_those_two_steps": true, "tests/grounding/test_activation_contract.py::TestTodayItIsStillOff::test_the_real_catalog_assembles": true, "tests/grounding/test_activation_contract.py::TestTodayItIsStillOff::test_the_mode_is_planned_not_accepted": true, "tests/grounding/test_activation_contract.py::TestTodayItIsStillOff::test_the_screen_step_is_still_disabled": true, "tests/grounding/test_activation_contract.py::TestTodayItIsStillOff::test_the_reference_gate_is_still_two_owners": true, "tests/grounding/test_central_acquisition_step.py::TestItIsStillUnreachableAtRuntime::test_the_mode_is_declared_but_not_accepted": true, "tests/grounding/test_central_acquisition_step.py::TestItIsStillUnreachableAtRuntime::test_runtime_config_refuses_it": true, "tests/grounding/test_chunk_merge_contract.py::TestItIsNotWiredYet::test_no_step_reaches_it": true, 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