Укрепить семантическую арбитрацию follow-up после жирного прогона

llm_normalizer/backend/dist/services/addressIntentResolver.js

@@ -1724,6 +1724,13 @@ function resolveUnicodeAddressIntentBridge(text) {
         ]).has(byAnchorToken);
     const hasMoneyCue = /(?:деньг|денег|выручк|доход|оборот|заработ|прин[её]с|чек|ликвидн|revenue|turnover|money)/iu.test(normalized);
     const hasRankingCue = /(?:топ|ранк|сам(?:ый|ая|ое|ые)|больше\s+всего|наибольш|крупн|жирн|max|top|rank)/iu.test(normalized);
+    const hasSelectedObjectProfitabilityCue = /(?:\u043f\u043e\s+\u0432\u044b\u0431\u0440\u0430\u043d\u043d(?:\u043e\u043c\u0443|\u043e\u0439)\s+(?:\u043e\u0431\u044a\u0435\u043a\u0442\u0443|\u043f\u043e\u0437\u0438\u0446\u0438\u0438)|selected\s+object)/iu.test(normalized) &&
+        (/(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u0440\u0438\u0431\u044b\u043b|\u043c\u0430\u0440\u0436|profit|margin)/iu.test(normalized) ||
+            (/(?:\u043f\u0440\u043e\u0434\u0430\u0436|sale)/iu.test(normalized) &&
+                /(?:\u0437\u0430\u043a\u0443\u043f|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|purchase|document)/iu.test(normalized)));
+    if (hasSelectedObjectProfitabilityCue) {
+        return unicodeBridgeResolution("inventory_profitability_for_item", "high", "unicode_selected_object_profitability_bridge_signal_detected");
+    }
     const hasInventoryPurchaseToSaleDocumentChainCue = /(?:закупк[а-яё]*[\s\S]{0,80}склад[\s\S]{0,80}продаж|путь\s+товар[а-яё]*[\s\S]{0,80}закуп|purchase\s*->\s*(?:warehouse|stock)\s*->\s*sale|->\s*(?:склад|warehouse|stock)\s*->\s*(?:продаж|sale))/iu.test(normalized) && /(?:товар|позици|номенклатур|sku|item|product)/iu.test(normalized);
     if (hasInventoryPurchaseToSaleDocumentChainCue) {
         return unicodeBridgeResolution("inventory_purchase_to_sale_chain", "high", "unicode_inventory_purchase_to_sale_chain_bridge_signal_detected");
@@ -1745,6 +1752,11 @@ function resolveUnicodeAddressIntentBridge(text) {
     if (!hasContractCue && hasHighestValueCustomerCue) {
         return unicodeBridgeResolution("customer_revenue_and_payments", "high", "unicode_customer_revenue_bridge_signal_detected");
     }
+    const hasCustomerConcentrationCue = /(?:\u043a\u0440\u0443\u043f\u043d\w*|\u043e\u0441\u043d\u043e\u0432\u043d\w*|\u0433\u043b\u0430\u0432\u043d\w*|\u0442\u043e\u043f|top|largest|main|key|concentration|\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446\w*|\u0437\u0430\u0432\u0438\u0441\w*|\u043e\u0434\u043d(?:\u043e\u0433\u043e|\u043e\u043c\u0443)\s+(?:\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u043a\u043b\u0438\u0435\u043d\u0442))/iu.test(normalized) &&
+        /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|customer|client|buyer|counterparty)/iu.test(normalized);
+    if (!hasContractCue && hasCustomerConcentrationCue) {
+        return unicodeBridgeResolution("customer_revenue_and_payments", "high", "unicode_customer_concentration_bridge_signal_detected");
+    }
     if (hasOrganizationLevelEarningsOverviewBridgeSignal(normalized)) {
         return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
     }

llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js

@@ -522,6 +522,9 @@ function shouldRestoreInventoryRootFrame(userMessage, intent, extractedFilters,
     return hasTemporalPatch;
 }
 function hasSelectedObjectInventorySignal(text) {
+    if (/(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(String(text ?? ""))) {
+        return true;
+    }
     return /(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(String(text ?? ""));
 }
 function hasSelectedObjectInlineSnapshotMetadata(text) {
@@ -590,6 +593,12 @@ function hasAddressFollowupContextSignal(text) {
     if (/(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(normalized)) {
         return true;
     }
+    if (/(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(normalized)) {
+        return true;
+    }
+    if (/(?:^|\s)(?:и|а\s+еще|а\s+ещё|еще|ещё|также|а\s+теперь|теперь|по\s+этому|по\s+тому|это\s+же|в\s+этом|тот\s+же|also|same|that|then|now)/iu.test(normalized)) {
+        return true;
+    }
     if (hasAllTimeHint(normalized)) {
         return true;
     }
@@ -1201,7 +1210,17 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
         followupContext.current_frame_kind === "inventory_drilldown";
     const inventorySelectedObjectFollowup = inventoryLineageActive &&
         (hasSelectedObjectInventorySignal(normalizedMessage) || (previousIsInventoryFamily && hasFollowupSignal));
+    const previousCounterpartyLaneActive = hasPreviousCounterparty &&
+        (followupContext.previous_anchor_type === "counterparty" ||
+            sourceIntent === "list_documents_by_counterparty" ||
+            sourceIntent === "list_contracts_by_counterparty" ||
+            sourceIntent === "bank_operations_by_counterparty" ||
+            sourceIntent === "customer_revenue_and_payments" ||
+            sourceIntent === "supplier_payouts_profile" ||
+            sourceIntent === "counterparty_activity_lifecycle" ||
+            sourceIntent === "open_items_by_counterparty_or_contract");
     const hasExplicitInventoryItemReference = /(?:товар|номенклатур|позици|склад|остат|sku|item|product|товар|номенклатур|позици|склад|остат)/iu.test(normalizedMessage) || hasSelectedObjectInlineSnapshotMetadata(normalizedMessage);
+    const staleInventoryLineageCanYieldToCounterparty = previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
     const inventoryPurchaseDateVatBridge = inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
     if (inventoryPurchaseDateVatBridge &&
         (detectedIntent.intent === "unknown" ||
@@ -1236,14 +1255,20 @@ function deriveIntentWithFollowupContext(detectedIntent, userMessage, followupCo
             reasons: [...detectedIntent.reasons, "intent_adjusted_to_vat_followup_context"]
         };
     }
-    if (!inventoryLineageActive &&
+    if ((!inventoryLineageActive || staleInventoryLineageCanYieldToCounterparty) &&
         hasAnyPartyAnchor &&
         !hasExplicitInventoryItemReference &&
-        detectedIntent.intent === "inventory_purchase_documents_for_item") {
+        (detectedIntent.intent === "inventory_purchase_documents_for_item" ||
+            (staleInventoryLineageCanYieldToCounterparty && hasInventoryPurchaseDocumentsFollowupCue(normalizedMessage)))) {
         return {
             intent: hasPreviousContract && !hasPreviousCounterparty ? "list_documents_by_contract" : "list_documents_by_counterparty",
             confidence: "low",
-            reasons: [...detectedIntent.reasons, "intent_adjusted_from_non_inventory_followup_context"]
+            reasons: [
+                ...detectedIntent.reasons,
+                staleInventoryLineageCanYieldToCounterparty
+                    ? "intent_adjusted_from_stale_inventory_context_to_counterparty_documents"
+                    : "intent_adjusted_from_non_inventory_followup_context"
+            ]
         };
     }
     const allowOpenItemsFollowupFallback = detectedIntent.intent === "unknown" && !isVatFollowup;

llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponsePolicy.js

@@ -111,10 +111,11 @@ function isDetectedIntentAlignedWithTurnMeaning(detectedIntent, turnMeaning) {
             askedAction === "age_or_activity_duration");
     }
     if (normalizedIntent === "supplier_payouts_profile") {
-        return askedDomain === "counterparty_value" && askedAction === "payout";
+        return (askedDomain === "counterparty_value" || askedDomain === "counterparty") && askedAction === "payout";
     }
     if (normalizedIntent === "customer_revenue_and_payments") {
-        return askedDomain === "counterparty_value" && (askedAction === "turnover" || askedAction === "counterparty_value_or_turnover");
+        return ((askedDomain === "counterparty_value" || askedDomain === "counterparty") &&
+            (askedAction === "turnover" || askedAction === "counterparty_value_or_turnover"));
     }
     if (normalizedIntent === "receivables_confirmed_as_of_date") {
         return askedDomain === "receivables" || askedAction === "confirmed_snapshot";
@@ -137,6 +138,13 @@ function isDetectedIntentAlignedWithTurnMeaning(detectedIntent, turnMeaning) {
     if (normalizedIntent === "inventory_on_hand_as_of_date" || normalizedIntent === "inventory_aging_by_purchase_date") {
         return askedDomain === "inventory" && askedAction === "confirmed_snapshot";
     }
+    if (normalizedIntent === "inventory_purchase_provenance_for_item" ||
+        normalizedIntent === "inventory_purchase_documents_for_item" ||
+        normalizedIntent === "inventory_sale_trace_for_item" ||
+        normalizedIntent === "inventory_profitability_for_item" ||
+        normalizedIntent === "inventory_purchase_to_sale_chain") {
+        return askedDomain === "inventory";
+    }
     return false;
 }
 function readDiscoveryTurnMeaning(entryPoint) {
@@ -147,6 +155,34 @@ function readDiscoveryDataNeedGraph(entryPoint) {
     const turnInput = toRecordObject(entryPoint?.turn_input);
     return toRecordObject(turnInput?.data_need_graph);
 }
+function isMetadataDiscoveryTurn(entryPoint) {
+    const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+    const graph = readDiscoveryDataNeedGraph(entryPoint);
+    const bridge = toRecordObject(entryPoint?.bridge);
+    const pilot = toRecordObject(bridge?.pilot);
+    const reasonCodes = Array.isArray(entryPoint?.reason_codes) ? entryPoint.reason_codes : [];
+    return Boolean(toNonEmptyString(turnMeaning?.asked_domain_family) === "metadata" ||
+        toNonEmptyString(turnMeaning?.unsupported_but_understood_family) === "1c_metadata_surface" ||
+        toNonEmptyString(graph?.business_fact_family) === "schema_surface" ||
+        toNonEmptyString(pilot?.pilot_scope) === "metadata_inspection_v1" ||
+        reasonCodes.some((reason) => toNonEmptyString(reason) === "mcp_discovery_metadata_signal_detected"));
+}
+function isInventoryExactAddressIntent(intent) {
+    return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(String(intent ?? ""));
+}
+function hasMetadataDiscoveryPriority(input, entryPoint) {
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    if (!hasEffectivelyFactualAddressReply(input)) {
+        return false;
+    }
+    if (!isMetadataDiscoveryTurn(entryPoint)) {
+        return false;
+    }
+    const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+    return !isInventoryExactAddressIntent(detectedIntent);
+}
 function isOpenScopeValueFlowWithoutSubject(entryPoint) {
     const graph = readDiscoveryDataNeedGraph(entryPoint);
     const businessFactFamily = toNonEmptyString(graph?.business_fact_family);
@@ -224,6 +260,26 @@ function hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint) {
     }
     return false;
 }
+function hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint) {
+    if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+        return false;
+    }
+    if (!hasEffectivelyFactualAddressReply(input)) {
+        return false;
+    }
+    const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+    const askedDomain = toNonEmptyString(turnMeaning?.asked_domain_family);
+    const askedAction = toNonEmptyString(turnMeaning?.asked_action_family);
+    const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+    if (!detectedIntent) {
+        return false;
+    }
+    const asksForMovements = askedDomain === "movements" || askedAction === "list_movements";
+    const asksForDocuments = askedDomain === "documents" || askedAction === "list_documents";
+    const detectedDocumentsLane = detectedIntent === "list_documents_by_counterparty" || detectedIntent === "list_documents_by_contract";
+    const detectedCashLane = detectedIntent === "bank_operations_by_counterparty" || detectedIntent === "bank_operations_by_contract";
+    return (asksForMovements && detectedDocumentsLane) || (asksForDocuments && detectedCashLane);
+}
 function hasExactMatchedFactualAddressReply(input, entryPoint) {
     if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
         return false;
@@ -234,9 +290,15 @@ function hasExactMatchedFactualAddressReply(input, entryPoint) {
     if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
         return false;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     if (hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
+    if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
+        return false;
+    }
     const mcpCallStatus = toNonEmptyString(input.addressRuntimeMeta?.mcp_call_status);
     const truthMode = toNonEmptyString(input.addressRuntimeMeta?.truth_mode);
     const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
@@ -267,6 +329,12 @@ function hasRuntimeAdjustedExactReply(input, entryPoint) {
     if (!hasEffectivelyFactualAddressReply(input)) {
         return false;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
+    if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
+        return false;
+    }
     const truthGateStatus = toNonEmptyString(input.addressRuntimeMeta?.truth_gate_contract_status);
     const truthAnswerPolicy = toRecordObject(input.addressRuntimeMeta?.assistant_truth_answer_policy_v1);
     const truthGate = toRecordObject(truthAnswerPolicy?.truth_gate);
@@ -293,6 +361,9 @@ function hasAlignedFactualAddressReply(input, entryPoint) {
     if (!hasEffectivelyFactualAddressReply(input)) {
         return false;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
@@ -323,6 +394,9 @@ function hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint) {
     if (needsOpenScopeValueFlowOrganizationClarification(entryPoint)) {
         return true;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return true;
+    }
     if (detectedIntent === "customer_revenue_and_payments" &&
         isOpenScopeValueFlowWithoutSubject(entryPoint)) {
         return true;
@@ -336,6 +410,9 @@ function hasMatchedFactualAddressContinuationTarget(input, entryPoint) {
     if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
     const dialogContinuationContract = toRecordObject(input.addressRuntimeMeta?.dialogContinuationContract) ??
         toRecordObject(input.addressRuntimeMeta?.dialog_continuation_contract_v2);
@@ -373,6 +450,9 @@ function hasFullConfirmedFactualAddressReply(input, entryPoint) {
     if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
         return false;
     }
+    if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+        return false;
+    }
     const truthGateStatus = toNonEmptyString(input.addressRuntimeMeta?.truth_gate_contract_status);
     if (truthGateStatus === "full_confirmed") {
         return true;
@@ -403,7 +483,9 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     const exactMatchedFactualAddressReply = hasExactMatchedFactualAddressReply(input, entryPoint);
     const runtimeAdjustedExactReply = hasRuntimeAdjustedExactReply(input, entryPoint);
     const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
+    const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
     const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint);
+    const evidenceLaneConflictWithDiscoveryTurnMeaning = hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint);
     if (!entryPoint) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_no_entry_point");
     }
@@ -428,9 +510,15 @@ function applyAssistantMcpDiscoveryResponsePolicy(input) {
     if (valueFlowActionConflictWithDiscoveryTurnMeaning) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_value_flow_action_conflict_allows_candidate_override");
     }
+    if (evidenceLaneConflictWithDiscoveryTurnMeaning) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_evidence_lane_conflict_allows_candidate_override");
+    }
     if (openScopeValueFlowDiscoveryPriority) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_open_scope_value_flow_candidate_priority");
     }
+    if (metadataDiscoveryPriority) {
+        pushReason(reasonCodes, "mcp_discovery_response_policy_metadata_candidate_priority");
+    }
     if (matchedFactualAddressContinuationTarget) {
         pushReason(reasonCodes, "mcp_discovery_response_policy_keep_factual_address_continuation_target");
     }

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -105,6 +105,23 @@ function isGarbageSemanticAnchorCandidate(value) {
     }
     const compact = (0, addressTextRepair_1.normalizeRussianComparableText)(text);
     if (new Set([
+        "для",
+        "по",
+        "ему",
+        "нему",
+        "ней",
+        "этой",
+        "этому",
+        "этим",
+        "этими",
+        "данным",
+        "данными",
+        "документам",
+        "документами",
+        "движение",
+        "движения",
+        "движениям",
+        "операциям",
         "данным",
         "этим",
         "этими",

llm_normalizer/backend/dist/services/assistantMetaFollowupPolicy.js

@@ -20,6 +20,45 @@ function hasImplicitHistoricalCapabilityMetaSignal(samples) {
     return samples.some((sample) => /(?:историческ|история|архив|раньше|ретро|старые\s+данные)/iu.test(sample) &&
         /(?:мож(?:ешь|ем|но)|уме(?:ешь|ете))/iu.test(sample));
 }
+function normalizedSampleText(value) {
+    return String(value ?? "")
+        .toLowerCase()
+        .replace(/\s+/g, " ")
+        .replace(/\u0451/gu, "\u0435")
+        .trim();
+}
+function hasSchemaDataScopeMetaSignal(samples) {
+    return samples.some((sample) => {
+        const text = normalizedSampleText(sample);
+        if (!text) {
+            return false;
+        }
+        const hasOneCOrSchemaCue = /(?:\b1\s*[cс]\b|1с|metadata|schema|схем|структур|метаданн)/iu.test(text);
+        const hasSchemaObjectCue = /(?:справочник|справочники|регистр|регистры|объект(?:ы|ов)?|пол[ея]|связ[ьи]|реквизит|таблиц|раздел(?:ы|ов)?|catalog|register|object|field|relation|link)/iu.test(text);
+        const hasDirectSchemaQuestion = /(?:какие\s+(?:справочник|справочники|регистры|объекты|поля|связи|реквизиты)|где\s+(?:лежат|хранятся).*(?:данные|поля)|что\s+есть\s+в\s+1с\s+по)/iu.test(text);
+        const hasDocumentSchemaQuestion = /(?:какие\s+(?:поля|связи|реквизиты).{0,80}(?:документ|реализац|поступлен)|(?:документ|реализац|поступлен).{0,80}(?:поля|связи|реквизиты))/iu.test(text);
+        return (hasOneCOrSchemaCue && hasSchemaObjectCue) || hasDirectSchemaQuestion || hasDocumentSchemaQuestion;
+    });
+}
+function hasBusinessBoundaryQuestionSignal(samples) {
+    return samples.some((sample) => {
+        const text = normalizedSampleText(sample);
+        if (!text) {
+            return false;
+        }
+        const hasClassificationCue = /(?:можно\s+ли\s+считать|это\s+можно\s+считать|как\s+считать|классифиц|объясни\s+аккуратно|это\s+уже|это\s+пока|can\s+this\s+be\s+treated)/iu.test(text);
+        const hasBusinessObjectCue = /(?:просроч|открыт\w*\s+задолж|долг|дебитор|кредитор|ликвид|резерв|неликвид|склад|прибыл|марж|оборот|контрагент|покупател|поставщик|overdue|debt|receivable|payable|stock|profit|margin)/iu.test(text);
+        return hasClassificationCue && hasBusinessObjectCue;
+    });
+}
+function hasContextIntegrityInspectionSignal(samples) {
+    return samples.some((sample) => {
+        const text = normalizedSampleText(sample);
+        return Boolean(text &&
+            /(?:проверь\s+себя|не\s+смешал|не\s+перепутал|правильно\s+ли\s+контур|объясни\s+контур|self[-\s]?check)/iu.test(text) &&
+            /(?:контрагент|организац|компан|контур|scope|counterparty|organization|company)/iu.test(text));
+    });
+}
 function createAssistantMetaFollowupPolicy(deps) {
     function resolveMetaSignalSet(input) {
         const samples = collectMessageSamples(input);
@@ -31,12 +70,17 @@ function createAssistantMetaFollowupPolicy(deps) {
                 answerInspectionFollowupSignal: false
             };
         }
+        const dataScopeMetaQuery = hasSignalAcrossSamples(samples, deps.hasAssistantDataScopeMetaQuestionSignal) ||
+            hasSchemaDataScopeMetaSignal(samples);
+        const businessBoundaryQuestion = hasBusinessBoundaryQuestionSignal(samples);
         return {
-            dataScopeMetaQuery: hasSignalAcrossSamples(samples, deps.hasAssistantDataScopeMetaQuestionSignal),
+            dataScopeMetaQuery,
-            capabilityMetaQuery: hasSignalAcrossSamples(samples, deps.shouldHandleAsAssistantCapabilityMetaQuery) ||
+            capabilityMetaQuery: !businessBoundaryQuestion &&
-                hasImplicitHistoricalCapabilityMetaSignal(samples),
+                (hasSignalAcrossSamples(samples, deps.shouldHandleAsAssistantCapabilityMetaQuery) ||
+                    hasImplicitHistoricalCapabilityMetaSignal(samples)),
             metaAnswerFollowupSignal: hasSignalAcrossSamples(samples, deps.hasMetaAnswerFollowupSignal),
-            answerInspectionFollowupSignal: hasSignalAcrossSamples(samples, deps.hasAnswerInspectionFollowupSignal)
+            answerInspectionFollowupSignal: hasSignalAcrossSamples(samples, deps.hasAnswerInspectionFollowupSignal) ||
+                hasContextIntegrityInspectionSignal(samples)
         };
     }
     function resolveHardMetaMode(input) {

llm_normalizer/backend/dist/services/assistantTurnMeaningPolicy.js

@@ -3,11 +3,32 @@
 Object.defineProperty(exports, "__esModule", { value: true });
 exports.createAssistantTurnMeaningPolicy = createAssistantTurnMeaningPolicy;
 const SUPPORTED_ADDRESS_INTENTS = new Set([
+    "period_coverage_profile",
+    "document_type_and_account_section_profile",
+    "counterparty_population_and_roles",
+    "counterparty_activity_lifecycle",
     "receivables_confirmed_as_of_date",
     "payables_confirmed_as_of_date",
     "list_documents_by_counterparty",
+    "bank_operations_by_counterparty",
+    "list_contracts_by_counterparty",
     "customer_revenue_and_payments",
+    "supplier_payouts_profile",
+    "open_contracts_confirmed_as_of_date",
+    "list_open_contracts",
+    "open_items_by_counterparty_or_contract",
+    "list_payables_counterparties",
+    "list_receivables_counterparties",
     "inventory_on_hand_as_of_date",
+    "inventory_purchase_provenance_for_item",
+    "inventory_purchase_documents_for_item",
+    "inventory_supplier_stock_overlap_as_of_date",
+    "inventory_sale_trace_for_item",
+    "inventory_profitability_for_item",
+    "inventory_purchase_to_sale_chain",
+    "inventory_aging_by_purchase_date",
+    "contract_usage_overview",
+    "contract_usage_and_value",
     "vat_liability_confirmed_for_tax_period",
     "vat_payable_confirmed_as_of_date",
     "vat_payable_forecast"
@@ -115,6 +136,17 @@ function detectCounterpartyTurnoverFamily(text) {
 function hasExplicitCounterpartyValueObject(text) {
     return /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u0434\u043e\u0433\u043e\u0432\u043e\u0440|\u043a\u043e\u043d\u0442\u0440\u0430\u043a\u0442|\u0442\u043e\u0432\u0430\u0440|\u043d\u043e\u043c\u0435\u043d\u043a\u043b\u0430\u0442\u0443\u0440|\u0441\u0434\u0435\u043b\u043a|customer|client|counterparty|supplier|vendor|contract|item|product|deal)/iu.test(text);
 }
+function hasSelectedObjectInventoryExactSignal(text) {
+    const normalized = String(text ?? "");
+    if (!normalized) {
+        return false;
+    }
+    const hasSelectedObjectCue = /(?:\u043f\u043e\s+\u0432\u044b\u0431\u0440\u0430\u043d\u043d(?:\u043e\u043c\u0443|\u043e\u0439)\s+(?:\u043e\u0431\u044a\u0435\u043a\u0442\u0443|\u043f\u043e\u0437\u0438\u0446\u0438\u0438)|selected\s+object|\u043f\u043e\s+\u044d\u0442(?:\u043e\u0439|\u043e\u043c\u0443)\s+(?:\u043f\u043e\u0437\u0438\u0446\u0438\u0438|\u0442\u043e\u0432\u0430\u0440\u0443))/iu.test(normalized);
+    if (!hasSelectedObjectCue) {
+        return false;
+    }
+    return /(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u0440\u0438\u0431\u044b\u043b|\u043c\u0430\u0440\u0436|\u043f\u0440\u043e\u0434\u0430\u0436|\u043f\u0440\u043e\u0434\u0430\u043b|\u0437\u0430\u043a\u0443\u043f|\u043f\u043e\u043a\u0443\u043f|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|\u0446\u0435\u043f\u043e\u0447|profit|margin|sale|purchase|document)/iu.test(normalized);
+}
 function hasOrganizationLevelEarningsOverviewSignal(text) {
     const normalized = String(text ?? "");
     if (!normalized || hasExplicitCounterpartyValueObject(normalized)) {
@@ -138,6 +170,25 @@ function hasOrganizationLevelDebtDueDateOverviewSignal(text) {
     const hasCompanyScopeCue = /(?:\u0443\s+\u043d\u0430\u0441|\u043d\u0430\u0448\w*|\u043f\u043e\s+\u043a\u043e\u043c\u043f\u0430\u043d|\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u0431\u0438\u0437\u043d\u0435\u0441|\u0432\s+\u0446\u0435\u043b\u043e\u043c|\u043e\u0431\u0449\w*|\u043a\u0430\u043a\w*|\u043f\u043e\u043a\u0430\u0436|\u0434\u0430\u0439|\u0441\u0440\u0435\u0437|\u0430\u043d\u0430\u043b\u0438\u0437|(?:19|20)\d{2}|company|business|organization|overall|our|we|us|show|give|analysis)/iu.test(normalized);
     return hasDueDateDebtCue && hasCompanyScopeCue;
 }
+function hasOrganizationLevelDebtPositionOverviewSignal(text) {
+    const normalized = String(text ?? "");
+    if (!normalized) {
+        return false;
+    }
+    const hasReceivablesCue = /(?:\u0434\u0435\u0431\u0438\u0442\u043e\u0440\w*|\u043a\u0442\u043e\s+\u043d\u0430\u043c\s+\u0434\u043e\u043b\u0436|\u043d\u0430\u043c\s+\u0434\u043e\u043b\u0436\w*|receivables?|accounts\s+receivable)/iu.test(normalized);
+    const hasPayablesCue = /(?:\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\w*|\u043a\u043e\u043c\u0443\s+\u043c\u044b\s+\u0434\u043e\u043b\u0436|\u043c\u044b\s+\u0434\u043e\u043b\u0436\w*|payables?|accounts\s+payable)/iu.test(normalized);
+    const hasOverviewCue = /(?:\u0441\u0440\u0435\u0437|\u043f\u043e\u0437\u0438\u0446\w*|\u0431\u0430\u043b\u0430\u043d\u0441|\u0441\u0430\u043b\u044c\u0434\u043e|\u043d\u0435\u0442\u0442\u043e|\u043d\u0430\s+\u0441\u0435\u0433\u043e\u0434\u043d|\u043d\u0430\s+\u0434\u0430\u0442\u0443|\u0443\s+\u043d\u0430\u0441|\u043f\u043e\s+\u043a\u043e\u043c\u043f\u0430\u043d|\u043a\u043e\u043c\u043f\u0430\u043d|\u0431\u0438\u0437\u043d\u0435\u0441|\u043e\u0431\u0437\u043e\u0440|\u0430\u043d\u0430\u043b\u0438\u0437|as\s+of|overview|balance|net|company|business)/iu.test(normalized);
+    return hasReceivablesCue && hasPayablesCue && hasOverviewCue;
+}
+function hasDebtClassificationFollowupSignal(text) {
+    const normalized = String(text ?? "");
+    if (!normalized) {
+        return false;
+    }
+    const hasClassificationCue = /(?:\u043c\u043e\u0436\u043d\u043e\s+\u043b\u0438\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u044d\u0442\u043e\s+\u043c\u043e\u0436\u043d\u043e\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u044d\u0442\u043e\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446|\u0447\u0442\u043e\s+\u044d\u0442\u043e|can\s+this\s+be\s+treated)/iu.test(normalized);
+    const hasDebtCue = /(?:\u043f\u0440\u043e\u0441\u0440\u043e\u0447|\u043e\u0442\u043a\u0440\u044b\u0442\w*\s+\u0437\u0430\u0434\u043e\u043b\u0436|\u0434\u043e\u043b\u0433|\u0434\u0435\u0431\u0438\u0442\u043e\u0440|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440|overdue|open\s+debt|receivable|payable)/iu.test(normalized);
+    return hasClassificationCue && hasDebtCue;
+}
 function hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) {
     const normalized = String(text ?? "");
     if (!normalized) {
@@ -201,6 +252,16 @@ function detectBroadBusinessEvaluation(text) {
             family: "broad_business_evaluation"
         };
     }
+    if (hasOrganizationLevelDebtPositionOverviewSignal(normalized)) {
+        return {
+            family: "broad_business_evaluation"
+        };
+    }
+    if (hasDebtClassificationFollowupSignal(normalized)) {
+        return {
+            family: "broad_business_evaluation"
+        };
+    }
     if (hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(normalized)) {
         return {
             family: "broad_business_evaluation"
@@ -239,7 +300,8 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
         const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
         const supportedIntent = detectSupportedIntent(joinedText, deps);
         const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
-        const broadBusinessEvaluation = detectBroadBusinessEvaluation(joinedText);
+        const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
+        const broadBusinessEvaluation = selectedObjectInventoryExact ? null : detectBroadBusinessEvaluation(joinedText);
         const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
         const explicitIntentCandidate = broadBusinessEvaluation?.family
             ? null
@@ -287,6 +349,9 @@ function createAssistantTurnMeaningPolicy(deps = {}) {
             ? "confirmed_snapshot"
             : broadBusinessEvaluation?.family
                 ? "broad_evaluation"
+                : explicitIntentCandidate === "customer_revenue_and_payments" ||
+                    explicitIntentCandidate === "supplier_payouts_profile"
+                    ? "counterparty_value_or_turnover"
                     : explicitIntentCandidate === "vat_liability_confirmed_for_tax_period"
                         ? "confirmed_tax_period"
                         : explicitIntentCandidate === "vat_payable_confirmed_as_of_date"

llm_normalizer/backend/src/services/addressIntentResolver.ts

@@ -2232,6 +2232,21 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
   const hasRankingCue = /(?:топ|ранк|сам(?:ый|ая|ое|ые)|больше\s+всего|наибольш|крупн|жирн|max|top|rank)/iu.test(
     normalized
   );
+  const hasSelectedObjectProfitabilityCue =
+    /(?:\u043f\u043e\s+\u0432\u044b\u0431\u0440\u0430\u043d\u043d(?:\u043e\u043c\u0443|\u043e\u0439)\s+(?:\u043e\u0431\u044a\u0435\u043a\u0442\u0443|\u043f\u043e\u0437\u0438\u0446\u0438\u0438)|selected\s+object)/iu.test(
+      normalized
+    ) &&
+    (/(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u0440\u0438\u0431\u044b\u043b|\u043c\u0430\u0440\u0436|profit|margin)/iu.test(normalized) ||
+      (/(?:\u043f\u0440\u043e\u0434\u0430\u0436|sale)/iu.test(normalized) &&
+        /(?:\u0437\u0430\u043a\u0443\u043f|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|purchase|document)/iu.test(normalized)));
+  if (hasSelectedObjectProfitabilityCue) {
+    return unicodeBridgeResolution(
+      "inventory_profitability_for_item",
+      "high",
+      "unicode_selected_object_profitability_bridge_signal_detected"
+    );
+  }
+
   const hasInventoryPurchaseToSaleDocumentChainCue =
     /(?:закупк[а-яё]*[\s\S]{0,80}склад[\s\S]{0,80}продаж|путь\s+товар[а-яё]*[\s\S]{0,80}закуп|purchase\s*->\s*(?:warehouse|stock)\s*->\s*sale|->\s*(?:склад|warehouse|stock)\s*->\s*(?:продаж|sale))/iu.test(
       normalized
@@ -2281,6 +2296,21 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
     );
   }
 
+  const hasCustomerConcentrationCue =
+    /(?:\u043a\u0440\u0443\u043f\u043d\w*|\u043e\u0441\u043d\u043e\u0432\u043d\w*|\u0433\u043b\u0430\u0432\u043d\w*|\u0442\u043e\u043f|top|largest|main|key|concentration|\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446\w*|\u0437\u0430\u0432\u0438\u0441\w*|\u043e\u0434\u043d(?:\u043e\u0433\u043e|\u043e\u043c\u0443)\s+(?:\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u043a\u043b\u0438\u0435\u043d\u0442))/iu.test(
+      normalized
+    ) &&
+    /(?:\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b|\u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|customer|client|buyer|counterparty)/iu.test(
+      normalized
+    );
+  if (!hasContractCue && hasCustomerConcentrationCue) {
+    return unicodeBridgeResolution(
+      "customer_revenue_and_payments",
+      "high",
+      "unicode_customer_concentration_bridge_signal_detected"
+    );
+  }
+
   if (hasOrganizationLevelEarningsOverviewBridgeSignal(normalized)) {
     return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
   }

llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts

@@ -660,6 +660,13 @@ function shouldRestoreInventoryRootFrame(
 }
 
 function hasSelectedObjectInventorySignal(text: string): boolean {
+  if (
+    /(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(
+      String(text ?? "")
+    )
+  ) {
+    return true;
+  }
   return /(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(
     String(text ?? "")
   );
@@ -763,6 +770,20 @@ export function hasAddressFollowupContextSignal(text: string): boolean {
   ) {
     return true;
   }
+  if (
+    /(?:по\s+выбранному\s+объекту|по\s+этой\s+позиции|по\s+этому\s+товару|по\s+ней|по\s+нему|по\s+ним|for\s+selected\s+object|selected\s+object)/iu.test(
+      normalized
+    )
+  ) {
+    return true;
+  }
+  if (
+    /(?:^|\s)(?:и|а\s+еще|а\s+ещё|еще|ещё|также|а\s+теперь|теперь|по\s+этому|по\s+тому|это\s+же|в\s+этом|тот\s+же|also|same|that|then|now)/iu.test(
+      normalized
+    )
+  ) {
+    return true;
+  }
   if (hasAllTimeHint(normalized)) {
     return true;
   }
@@ -1499,10 +1520,22 @@ function deriveIntentWithFollowupContext(
   const inventorySelectedObjectFollowup =
     inventoryLineageActive &&
     (hasSelectedObjectInventorySignal(normalizedMessage) || (previousIsInventoryFamily && hasFollowupSignal));
+  const previousCounterpartyLaneActive =
+    hasPreviousCounterparty &&
+    (followupContext.previous_anchor_type === "counterparty" ||
+      sourceIntent === "list_documents_by_counterparty" ||
+      sourceIntent === "list_contracts_by_counterparty" ||
+      sourceIntent === "bank_operations_by_counterparty" ||
+      sourceIntent === "customer_revenue_and_payments" ||
+      sourceIntent === "supplier_payouts_profile" ||
+      sourceIntent === "counterparty_activity_lifecycle" ||
+      sourceIntent === "open_items_by_counterparty_or_contract");
   const hasExplicitInventoryItemReference =
     /(?:товар|номенклатур|позици|склад|остат|sku|item|product|товар|номенклатур|позици|склад|остат)/iu.test(
       normalizedMessage
     ) || hasSelectedObjectInlineSnapshotMetadata(normalizedMessage);
+  const staleInventoryLineageCanYieldToCounterparty =
+    previousCounterpartyLaneActive && !hasExplicitInventoryItemReference;
   const inventoryPurchaseDateVatBridge =
     inventorySelectedObjectFollowup && hasInventoryPurchaseDateVatBridgeCue(normalizedMessage);
 
@@ -1547,15 +1580,21 @@ function deriveIntentWithFollowupContext(
   }
 
   if (
-    !inventoryLineageActive &&
+    (!inventoryLineageActive || staleInventoryLineageCanYieldToCounterparty) &&
     hasAnyPartyAnchor &&
     !hasExplicitInventoryItemReference &&
-    detectedIntent.intent === "inventory_purchase_documents_for_item"
+    (detectedIntent.intent === "inventory_purchase_documents_for_item" ||
+      (staleInventoryLineageCanYieldToCounterparty && hasInventoryPurchaseDocumentsFollowupCue(normalizedMessage)))
   ) {
     return {
       intent: hasPreviousContract && !hasPreviousCounterparty ? "list_documents_by_contract" : "list_documents_by_counterparty",
       confidence: "low",
-      reasons: [...detectedIntent.reasons, "intent_adjusted_from_non_inventory_followup_context"]
+      reasons: [
+        ...detectedIntent.reasons,
+        staleInventoryLineageCanYieldToCounterparty
+          ? "intent_adjusted_from_stale_inventory_context_to_counterparty_documents"
+          : "intent_adjusted_from_non_inventory_followup_context"
+      ]
     };
   }
 

llm_normalizer/backend/src/services/assistantMcpDiscoveryResponsePolicy.ts

@@ -183,10 +183,13 @@ function isDetectedIntentAlignedWithTurnMeaning(
     );
   }
   if (normalizedIntent === "supplier_payouts_profile") {
-    return askedDomain === "counterparty_value" && askedAction === "payout";
+    return (askedDomain === "counterparty_value" || askedDomain === "counterparty") && askedAction === "payout";
   }
   if (normalizedIntent === "customer_revenue_and_payments") {
-    return askedDomain === "counterparty_value" && (askedAction === "turnover" || askedAction === "counterparty_value_or_turnover");
+    return (
+      (askedDomain === "counterparty_value" || askedDomain === "counterparty") &&
+      (askedAction === "turnover" || askedAction === "counterparty_value_or_turnover")
+    );
   }
   if (normalizedIntent === "receivables_confirmed_as_of_date") {
     return askedDomain === "receivables" || askedAction === "confirmed_snapshot";
@@ -209,6 +212,15 @@ function isDetectedIntentAlignedWithTurnMeaning(
   if (normalizedIntent === "inventory_on_hand_as_of_date" || normalizedIntent === "inventory_aging_by_purchase_date") {
     return askedDomain === "inventory" && askedAction === "confirmed_snapshot";
   }
+  if (
+    normalizedIntent === "inventory_purchase_provenance_for_item" ||
+    normalizedIntent === "inventory_purchase_documents_for_item" ||
+    normalizedIntent === "inventory_sale_trace_for_item" ||
+    normalizedIntent === "inventory_profitability_for_item" ||
+    normalizedIntent === "inventory_purchase_to_sale_chain"
+  ) {
+    return askedDomain === "inventory";
+  }
   return false;
 }
 
@@ -226,6 +238,46 @@ function readDiscoveryDataNeedGraph(
   return toRecordObject(turnInput?.data_need_graph);
 }
 
+function isMetadataDiscoveryTurn(
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
+): boolean {
+  const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+  const graph = readDiscoveryDataNeedGraph(entryPoint);
+  const bridge = toRecordObject(entryPoint?.bridge);
+  const pilot = toRecordObject(bridge?.pilot);
+  const reasonCodes = Array.isArray(entryPoint?.reason_codes) ? entryPoint.reason_codes : [];
+  return Boolean(
+    toNonEmptyString(turnMeaning?.asked_domain_family) === "metadata" ||
+      toNonEmptyString(turnMeaning?.unsupported_but_understood_family) === "1c_metadata_surface" ||
+      toNonEmptyString(graph?.business_fact_family) === "schema_surface" ||
+      toNonEmptyString(pilot?.pilot_scope) === "metadata_inspection_v1" ||
+      reasonCodes.some((reason) => toNonEmptyString(reason) === "mcp_discovery_metadata_signal_detected")
+  );
+}
+
+function isInventoryExactAddressIntent(intent: string | null): boolean {
+  return /^(?:inventory_purchase_provenance_for_item|inventory_purchase_documents_for_item|inventory_sale_trace_for_item|inventory_profitability_for_item|inventory_purchase_to_sale_chain|inventory_aging_by_purchase_date|inventory_on_hand_as_of_date)$/u.test(
+    String(intent ?? "")
+  );
+}
+
+function hasMetadataDiscoveryPriority(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
+): boolean {
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+  if (!hasEffectivelyFactualAddressReply(input)) {
+    return false;
+  }
+  if (!isMetadataDiscoveryTurn(entryPoint)) {
+    return false;
+  }
+  const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+  return !isInventoryExactAddressIntent(detectedIntent);
+}
+
 function isOpenScopeValueFlowWithoutSubject(
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
 ): boolean {
@@ -324,6 +376,32 @@ function hasValueFlowActionConflictWithDiscoveryTurnMeaning(
   return false;
 }
 
+function hasEvidenceLaneConflictWithDiscoveryTurnMeaning(
+  input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
+  entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
+): boolean {
+  if (!isDiscoveryReadyAddressCandidate(input, entryPoint)) {
+    return false;
+  }
+  if (!hasEffectivelyFactualAddressReply(input)) {
+    return false;
+  }
+  const turnMeaning = readDiscoveryTurnMeaning(entryPoint);
+  const askedDomain = toNonEmptyString(turnMeaning?.asked_domain_family);
+  const askedAction = toNonEmptyString(turnMeaning?.asked_action_family);
+  const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
+  if (!detectedIntent) {
+    return false;
+  }
+  const asksForMovements = askedDomain === "movements" || askedAction === "list_movements";
+  const asksForDocuments = askedDomain === "documents" || askedAction === "list_documents";
+  const detectedDocumentsLane =
+    detectedIntent === "list_documents_by_counterparty" || detectedIntent === "list_documents_by_contract";
+  const detectedCashLane =
+    detectedIntent === "bank_operations_by_counterparty" || detectedIntent === "bank_operations_by_contract";
+  return (asksForMovements && detectedDocumentsLane) || (asksForDocuments && detectedCashLane);
+}
+
 function hasExactMatchedFactualAddressReply(
   input: ApplyAssistantMcpDiscoveryResponsePolicyInput,
   entryPoint: AssistantMcpDiscoveryRuntimeEntryPointContract | null
@@ -337,9 +415,15 @@ function hasExactMatchedFactualAddressReply(
   if (hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint)) {
     return false;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   if (hasValueFlowActionConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
+  if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
+    return false;
+  }
   const mcpCallStatus = toNonEmptyString(input.addressRuntimeMeta?.mcp_call_status);
   const truthMode = toNonEmptyString(input.addressRuntimeMeta?.truth_mode);
   const selectedRecipe = toNonEmptyString(input.addressRuntimeMeta?.selected_recipe);
@@ -382,6 +466,12 @@ function hasRuntimeAdjustedExactReply(
   if (!hasEffectivelyFactualAddressReply(input)) {
     return false;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
+  if (hasEvidenceLaneConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
+    return false;
+  }
   const truthGateStatus = toNonEmptyString(input.addressRuntimeMeta?.truth_gate_contract_status);
   const truthAnswerPolicy = toRecordObject(input.addressRuntimeMeta?.assistant_truth_answer_policy_v1);
   const truthGate = toRecordObject(truthAnswerPolicy?.truth_gate);
@@ -415,6 +505,9 @@ function hasAlignedFactualAddressReply(
   if (!hasEffectivelyFactualAddressReply(input)) {
     return false;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
@@ -449,6 +542,9 @@ function hasSemanticConflictWithDiscoveryTurnMeaning(
   if (needsOpenScopeValueFlowOrganizationClarification(entryPoint)) {
     return true;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return true;
+  }
   if (
     detectedIntent === "customer_revenue_and_payments" &&
     isOpenScopeValueFlowWithoutSubject(entryPoint)
@@ -468,6 +564,9 @@ function hasMatchedFactualAddressContinuationTarget(
   if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   const detectedIntent = toNonEmptyString(input.addressRuntimeMeta?.detected_intent);
   const dialogContinuationContract =
     toRecordObject(input.addressRuntimeMeta?.dialogContinuationContract) ??
@@ -517,6 +616,9 @@ function hasFullConfirmedFactualAddressReply(
   if (hasSemanticConflictWithDiscoveryTurnMeaning(input, entryPoint)) {
     return false;
   }
+  if (hasMetadataDiscoveryPriority(input, entryPoint)) {
+    return false;
+  }
   const truthGateStatus = toNonEmptyString(input.addressRuntimeMeta?.truth_gate_contract_status);
   if (truthGateStatus === "full_confirmed") {
     return true;
@@ -551,10 +653,15 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   const exactMatchedFactualAddressReply = hasExactMatchedFactualAddressReply(input, entryPoint);
   const runtimeAdjustedExactReply = hasRuntimeAdjustedExactReply(input, entryPoint);
   const openScopeValueFlowDiscoveryPriority = hasOpenScopeValueFlowDiscoveryPriority(input, entryPoint);
+  const metadataDiscoveryPriority = hasMetadataDiscoveryPriority(input, entryPoint);
   const valueFlowActionConflictWithDiscoveryTurnMeaning = hasValueFlowActionConflictWithDiscoveryTurnMeaning(
     input,
     entryPoint
   );
+  const evidenceLaneConflictWithDiscoveryTurnMeaning = hasEvidenceLaneConflictWithDiscoveryTurnMeaning(
+    input,
+    entryPoint
+  );
 
   if (!entryPoint) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_no_entry_point");
@@ -580,9 +687,15 @@ export function applyAssistantMcpDiscoveryResponsePolicy(
   if (valueFlowActionConflictWithDiscoveryTurnMeaning) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_value_flow_action_conflict_allows_candidate_override");
   }
+  if (evidenceLaneConflictWithDiscoveryTurnMeaning) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_evidence_lane_conflict_allows_candidate_override");
+  }
   if (openScopeValueFlowDiscoveryPriority) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_open_scope_value_flow_candidate_priority");
   }
+  if (metadataDiscoveryPriority) {
+    pushReason(reasonCodes, "mcp_discovery_response_policy_metadata_candidate_priority");
+  }
   if (matchedFactualAddressContinuationTarget) {
     pushReason(reasonCodes, "mcp_discovery_response_policy_keep_factual_address_continuation_target");
   }

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -155,6 +155,23 @@ function isGarbageSemanticAnchorCandidate(value: string | null): boolean {
   const compact = normalizeRussianComparableText(text);
   if (
     new Set([
+      "для",
+      "по",
+      "ему",
+      "нему",
+      "ней",
+      "этой",
+      "этому",
+      "этим",
+      "этими",
+      "данным",
+      "данными",
+      "документам",
+      "документами",
+      "движение",
+      "движения",
+      "движениям",
+      "операциям",
       "данным",
       "этим",
       "этими",

llm_normalizer/backend/src/services/assistantMetaFollowupPolicy.ts

@@ -75,6 +75,69 @@ function hasImplicitHistoricalCapabilityMetaSignal(samples: string[]): boolean {
   );
 }
 
+function normalizedSampleText(value: string): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/\s+/g, " ")
+    .replace(/\u0451/gu, "\u0435")
+    .trim();
+}
+
+function hasSchemaDataScopeMetaSignal(samples: string[]): boolean {
+  return samples.some((sample) => {
+    const text = normalizedSampleText(sample);
+    if (!text) {
+      return false;
+    }
+    const hasOneCOrSchemaCue =
+      /(?:\b1\s*[cс]\b|1с|metadata|schema|схем|структур|метаданн)/iu.test(text);
+    const hasSchemaObjectCue =
+      /(?:справочник|справочники|регистр|регистры|объект(?:ы|ов)?|пол[ея]|связ[ьи]|реквизит|таблиц|раздел(?:ы|ов)?|catalog|register|object|field|relation|link)/iu.test(
+        text
+      );
+    const hasDirectSchemaQuestion =
+      /(?:какие\s+(?:справочник|справочники|регистры|объекты|поля|связи|реквизиты)|где\s+(?:лежат|хранятся).*(?:данные|поля)|что\s+есть\s+в\s+1с\s+по)/iu.test(
+        text
+      );
+    const hasDocumentSchemaQuestion =
+      /(?:какие\s+(?:поля|связи|реквизиты).{0,80}(?:документ|реализац|поступлен)|(?:документ|реализац|поступлен).{0,80}(?:поля|связи|реквизиты))/iu.test(
+        text
+      );
+    return (hasOneCOrSchemaCue && hasSchemaObjectCue) || hasDirectSchemaQuestion || hasDocumentSchemaQuestion;
+  });
+}
+
+function hasBusinessBoundaryQuestionSignal(samples: string[]): boolean {
+  return samples.some((sample) => {
+    const text = normalizedSampleText(sample);
+    if (!text) {
+      return false;
+    }
+    const hasClassificationCue =
+      /(?:можно\s+ли\s+считать|это\s+можно\s+считать|как\s+считать|классифиц|объясни\s+аккуратно|это\s+уже|это\s+пока|can\s+this\s+be\s+treated)/iu.test(
+        text
+      );
+    const hasBusinessObjectCue =
+      /(?:просроч|открыт\w*\s+задолж|долг|дебитор|кредитор|ликвид|резерв|неликвид|склад|прибыл|марж|оборот|контрагент|покупател|поставщик|overdue|debt|receivable|payable|stock|profit|margin)/iu.test(
+        text
+      );
+    return hasClassificationCue && hasBusinessObjectCue;
+  });
+}
+
+function hasContextIntegrityInspectionSignal(samples: string[]): boolean {
+  return samples.some((sample) => {
+    const text = normalizedSampleText(sample);
+    return Boolean(
+      text &&
+        /(?:проверь\s+себя|не\s+смешал|не\s+перепутал|правильно\s+ли\s+контур|объясни\s+контур|self[-\s]?check)/iu.test(
+          text
+        ) &&
+        /(?:контрагент|организац|компан|контур|scope|counterparty|organization|company)/iu.test(text)
+    );
+  });
+}
+
 export function createAssistantMetaFollowupPolicy(
   deps: AssistantMetaFollowupPolicyDeps
 ) {
@@ -90,22 +153,23 @@ export function createAssistantMetaFollowupPolicy(
         answerInspectionFollowupSignal: false
       };
     }
+    const dataScopeMetaQuery =
+      hasSignalAcrossSamples(samples, deps.hasAssistantDataScopeMetaQuestionSignal) ||
+      hasSchemaDataScopeMetaSignal(samples);
+    const businessBoundaryQuestion = hasBusinessBoundaryQuestionSignal(samples);
     return {
-      dataScopeMetaQuery: hasSignalAcrossSamples(
+      dataScopeMetaQuery,
-        samples,
-        deps.hasAssistantDataScopeMetaQuestionSignal
-      ),
       capabilityMetaQuery:
-        hasSignalAcrossSamples(samples, deps.shouldHandleAsAssistantCapabilityMetaQuery) ||
+        !businessBoundaryQuestion &&
-        hasImplicitHistoricalCapabilityMetaSignal(samples),
+        (hasSignalAcrossSamples(samples, deps.shouldHandleAsAssistantCapabilityMetaQuery) ||
+          hasImplicitHistoricalCapabilityMetaSignal(samples)),
       metaAnswerFollowupSignal: hasSignalAcrossSamples(
         samples,
         deps.hasMetaAnswerFollowupSignal
       ),
-      answerInspectionFollowupSignal: hasSignalAcrossSamples(
+      answerInspectionFollowupSignal:
-        samples,
+        hasSignalAcrossSamples(samples, deps.hasAnswerInspectionFollowupSignal) ||
-        deps.hasAnswerInspectionFollowupSignal
+        hasContextIntegrityInspectionSignal(samples)
-      )
     };
   }
 

llm_normalizer/backend/src/services/assistantTurnMeaningPolicy.ts

@@ -1,11 +1,32 @@
 // @ts-nocheck
 
 const SUPPORTED_ADDRESS_INTENTS = new Set([
+  "period_coverage_profile",
+  "document_type_and_account_section_profile",
+  "counterparty_population_and_roles",
+  "counterparty_activity_lifecycle",
   "receivables_confirmed_as_of_date",
   "payables_confirmed_as_of_date",
   "list_documents_by_counterparty",
+  "bank_operations_by_counterparty",
+  "list_contracts_by_counterparty",
   "customer_revenue_and_payments",
+  "supplier_payouts_profile",
+  "open_contracts_confirmed_as_of_date",
+  "list_open_contracts",
+  "open_items_by_counterparty_or_contract",
+  "list_payables_counterparties",
+  "list_receivables_counterparties",
   "inventory_on_hand_as_of_date",
+  "inventory_purchase_provenance_for_item",
+  "inventory_purchase_documents_for_item",
+  "inventory_supplier_stock_overlap_as_of_date",
+  "inventory_sale_trace_for_item",
+  "inventory_profitability_for_item",
+  "inventory_purchase_to_sale_chain",
+  "inventory_aging_by_purchase_date",
+  "contract_usage_overview",
+  "contract_usage_and_value",
   "vat_liability_confirmed_for_tax_period",
   "vat_payable_confirmed_as_of_date",
   "vat_payable_forecast"
@@ -123,6 +144,23 @@ function hasExplicitCounterpartyValueObject(text) {
   );
 }
 
+function hasSelectedObjectInventoryExactSignal(text) {
+  const normalized = String(text ?? "");
+  if (!normalized) {
+    return false;
+  }
+  const hasSelectedObjectCue =
+    /(?:\u043f\u043e\s+\u0432\u044b\u0431\u0440\u0430\u043d\u043d(?:\u043e\u043c\u0443|\u043e\u0439)\s+(?:\u043e\u0431\u044a\u0435\u043a\u0442\u0443|\u043f\u043e\u0437\u0438\u0446\u0438\u0438)|selected\s+object|\u043f\u043e\s+\u044d\u0442(?:\u043e\u0439|\u043e\u043c\u0443)\s+(?:\u043f\u043e\u0437\u0438\u0446\u0438\u0438|\u0442\u043e\u0432\u0430\u0440\u0443))/iu.test(
+      normalized
+    );
+  if (!hasSelectedObjectCue) {
+    return false;
+  }
+  return /(?:\u0437\u0430\u0440\u0430\u0431\u043e\u0442|\u043f\u0440\u0438\u0431\u044b\u043b|\u043c\u0430\u0440\u0436|\u043f\u0440\u043e\u0434\u0430\u0436|\u043f\u0440\u043e\u0434\u0430\u043b|\u0437\u0430\u043a\u0443\u043f|\u043f\u043e\u043a\u0443\u043f|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442|\u0446\u0435\u043f\u043e\u0447|profit|margin|sale|purchase|document)/iu.test(
+    normalized
+  );
+}
+
 function hasOrganizationLevelEarningsOverviewSignal(text) {
   const normalized = String(text ?? "");
   if (!normalized || hasExplicitCounterpartyValueObject(normalized)) {
@@ -169,6 +207,42 @@ function hasOrganizationLevelDebtDueDateOverviewSignal(text) {
   return hasDueDateDebtCue && hasCompanyScopeCue;
 }
 
+function hasOrganizationLevelDebtPositionOverviewSignal(text) {
+  const normalized = String(text ?? "");
+  if (!normalized) {
+    return false;
+  }
+  const hasReceivablesCue =
+    /(?:\u0434\u0435\u0431\u0438\u0442\u043e\u0440\w*|\u043a\u0442\u043e\s+\u043d\u0430\u043c\s+\u0434\u043e\u043b\u0436|\u043d\u0430\u043c\s+\u0434\u043e\u043b\u0436\w*|receivables?|accounts\s+receivable)/iu.test(
+      normalized
+    );
+  const hasPayablesCue =
+    /(?:\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\w*|\u043a\u043e\u043c\u0443\s+\u043c\u044b\s+\u0434\u043e\u043b\u0436|\u043c\u044b\s+\u0434\u043e\u043b\u0436\w*|payables?|accounts\s+payable)/iu.test(
+      normalized
+    );
+  const hasOverviewCue =
+    /(?:\u0441\u0440\u0435\u0437|\u043f\u043e\u0437\u0438\u0446\w*|\u0431\u0430\u043b\u0430\u043d\u0441|\u0441\u0430\u043b\u044c\u0434\u043e|\u043d\u0435\u0442\u0442\u043e|\u043d\u0430\s+\u0441\u0435\u0433\u043e\u0434\u043d|\u043d\u0430\s+\u0434\u0430\u0442\u0443|\u0443\s+\u043d\u0430\u0441|\u043f\u043e\s+\u043a\u043e\u043c\u043f\u0430\u043d|\u043a\u043e\u043c\u043f\u0430\u043d|\u0431\u0438\u0437\u043d\u0435\u0441|\u043e\u0431\u0437\u043e\u0440|\u0430\u043d\u0430\u043b\u0438\u0437|as\s+of|overview|balance|net|company|business)/iu.test(
+      normalized
+    );
+  return hasReceivablesCue && hasPayablesCue && hasOverviewCue;
+}
+
+function hasDebtClassificationFollowupSignal(text) {
+  const normalized = String(text ?? "");
+  if (!normalized) {
+    return false;
+  }
+  const hasClassificationCue =
+    /(?:\u043c\u043e\u0436\u043d\u043e\s+\u043b\u0438\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u044d\u0442\u043e\s+\u043c\u043e\u0436\u043d\u043e\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u044d\u0442\u043e\s+\u0441\u0447\u0438\u0442\u0430\u0442\u044c|\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446|\u0447\u0442\u043e\s+\u044d\u0442\u043e|can\s+this\s+be\s+treated)/iu.test(
+      normalized
+    );
+  const hasDebtCue =
+    /(?:\u043f\u0440\u043e\u0441\u0440\u043e\u0447|\u043e\u0442\u043a\u0440\u044b\u0442\w*\s+\u0437\u0430\u0434\u043e\u043b\u0436|\u0434\u043e\u043b\u0433|\u0434\u0435\u0431\u0438\u0442\u043e\u0440|\u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440|overdue|open\s+debt|receivable|payable)/iu.test(
+      normalized
+    );
+  return hasClassificationCue && hasDebtCue;
+}
+
 function hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) {
   const normalized = String(text ?? "");
   if (!normalized) {
@@ -277,6 +351,16 @@ function detectBroadBusinessEvaluation(text) {
       family: "broad_business_evaluation"
     };
   }
+  if (hasOrganizationLevelDebtPositionOverviewSignal(normalized)) {
+    return {
+      family: "broad_business_evaluation"
+    };
+  }
+  if (hasDebtClassificationFollowupSignal(normalized)) {
+    return {
+      family: "broad_business_evaluation"
+    };
+  }
   if (hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(normalized)) {
     return {
       family: "broad_business_evaluation"
@@ -317,7 +401,8 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
     const joinedText = fallbackCompactWhitespace(`${rawText} ${effectiveText}`);
     const supportedIntent = detectSupportedIntent(joinedText, deps);
     const counterpartyTurnover = detectCounterpartyTurnoverFamily(joinedText);
-    const broadBusinessEvaluation = detectBroadBusinessEvaluation(joinedText);
+    const selectedObjectInventoryExact = hasSelectedObjectInventoryExactSignal(joinedText);
+    const broadBusinessEvaluation = selectedObjectInventoryExact ? null : detectBroadBusinessEvaluation(joinedText);
     const llmIntent = toNonEmptyString(input?.llmPreDecomposeMeta?.predecomposeContract?.intent, deps);
     const explicitIntentCandidate =
       broadBusinessEvaluation?.family
@@ -370,6 +455,9 @@ export function createAssistantTurnMeaningPolicy(deps = {}) {
         ? "confirmed_snapshot"
         : broadBusinessEvaluation?.family
           ? "broad_evaluation"
+        : explicitIntentCandidate === "customer_revenue_and_payments" ||
+          explicitIntentCandidate === "supplier_payouts_profile"
+          ? "counterparty_value_or_turnover"
         : explicitIntentCandidate === "vat_liability_confirmed_for_tax_period"
           ? "confirmed_tax_period"
           : explicitIntentCandidate === "vat_payable_confirmed_as_of_date"

llm_normalizer/backend/tests/addressCounterpartyFollowupInventoryStaleRegression.test.ts

@@ -0,0 +1,31 @@
+import { describe, expect, it } from "vitest";
+import { runAddressDecomposeStage } from "../src/services/address_runtime/decomposeStage";
+
+describe("counterparty follow-up over stale inventory frame", () => {
+  it("keeps bare pronoun document follow-up on the active counterparty lane", () => {
+    const result = runAddressDecomposeStage("а по нему документы?", {
+      previous_intent: "list_contracts_by_counterparty",
+      target_intent: "list_documents_by_counterparty",
+      previous_filters: {
+        counterparty: 'ТСЖ "Жуковка 51"',
+        organization: "ООО Альтернатива Плюс",
+        as_of_date: "2026-04-16"
+      },
+      previous_anchor_type: "counterparty",
+      previous_anchor_value: 'ТСЖ "Жуковка 51"',
+      root_intent: "inventory_on_hand_as_of_date",
+      root_filters: {
+        organization: "ООО Альтернатива Плюс",
+        as_of_date: "2026-04-16"
+      },
+      root_anchor_type: "organization",
+      root_anchor_value: "ООО Альтернатива Плюс",
+      current_frame_kind: "inventory_root"
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("list_documents_by_counterparty");
+    expect(result?.filters.extracted_filters.counterparty).toBe('ТСЖ "Жуковка 51"');
+    expect(result?.baseReasons).not.toContain("intent_adjusted_to_inventory_followup_context");
+  });
+});

llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts

@@ -29,6 +29,15 @@ describe("addressIntentResolver regression bridges", () => {
     expect(result.intent).toBe("customer_revenue_and_payments");
   });
 
+  it("detects customer concentration wording as customer revenue ranking", () => {
+    const result = resolveAddressIntent(
+      "\u041a\u0442\u043e \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u043a\u043b\u0438\u0435\u043d\u0442\u044b \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u044b \u041f\u043b\u044e\u0441 \u0438 \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0431\u0438\u0437\u043d\u0435\u0441 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u043e\u0434\u043d\u043e\u0433\u043e \u043f\u043e\u043a\u0443\u043f\u0430\u0442\u0435\u043b\u044f?"
+    );
+
+    expect(result.intent).toBe("customer_revenue_and_payments");
+    expect(result.reasons).toContain("unicode_customer_concentration_bridge_signal_detected");
+  });
+
   it("defers top-year company revenue wording to business overview discovery", () => {
     const result = resolveAddressIntent("какой у нас самый доходный год");
 

llm_normalizer/backend/tests/assistantMcpDiscoveryResponsePolicy.test.ts

@@ -172,6 +172,45 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_matched_factual_address_reply");
   });
 
+  it("overrides exact document replies when the discovery turn asks for movements", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply: "Documents for SVK: invoice 1, act 2.",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "factual",
+      addressRuntimeMeta: {
+        detected_intent: "list_documents_by_counterparty",
+        selected_recipe: "address_list_documents_by_counterparty_v1",
+        mcp_call_status: "matched_non_empty",
+        truth_mode: "confirmed",
+        capability_binding_status: "bound",
+        capability_binding_violations: [],
+        answer_shape_contract: {
+          reply_type: "factual",
+          capability_contract_id: "address_list_documents_by_counterparty"
+        },
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "movements",
+              asked_action_family: "list_movements",
+              explicit_entity_candidates: ["SVK"],
+              explicit_date_scope: "2020"
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.decision).toBe("apply_candidate");
+    expect(result.reply_text).toContain("Confirmed fact");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_semantic_conflict_allows_candidate_override");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_evidence_lane_conflict_allows_candidate_override");
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_matched_factual_address_reply");
+  });
+
   it("keeps exact matched inventory address replies over stale metadata discovery candidates", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "По товару Шкаф картотечный 1000*400*2100 цепочка поставки и продажи подтверждена.",
@@ -209,6 +248,62 @@ describe("assistant MCP discovery response policy", () => {
     expect(result.reason_codes).toContain("mcp_discovery_response_policy_semantic_conflict_allows_candidate_override");
   });
 
+  it("lets metadata discovery override a stale exact address answer outside protected inventory chains", () => {
+    const result = applyAssistantMcpDiscoveryResponsePolicy({
+      currentReply: "ИП Калинин Н.М. | сумма: 216600",
+      currentReplySource: "address_query_runtime_v1",
+      currentReplyType: "factual",
+      addressRuntimeMeta: {
+        detected_intent: "customer_revenue_and_payments",
+        selected_recipe: "address_customer_revenue_and_payments_v1",
+        mcp_call_status: "matched_non_empty",
+        truth_mode: "confirmed",
+        capability_binding_status: "bound",
+        capability_binding_violations: [],
+        answer_shape_contract: {
+          reply_type: "factual",
+          capability_contract_id: "address_customer_revenue_and_payments"
+        },
+        assistant_mcp_discovery_entry_point_v1: entryPoint({
+          turn_input: {
+            adapter_status: "ready",
+            should_run_discovery: true,
+            turn_meaning_ref: {
+              asked_domain_family: "metadata",
+              asked_action_family: "inspect_surface",
+              unsupported_but_understood_family: "1c_metadata_surface"
+            },
+            data_need_graph: {
+              business_fact_family: "schema_surface",
+              decomposition_candidates: ["inspect_metadata_surface"]
+            }
+          },
+          bridge: {
+            bridge_status: "answer_draft_ready",
+            user_facing_response_allowed: true,
+            business_fact_answer_allowed: true,
+            requires_user_clarification: false,
+            answer_draft: {
+              answer_mode: "confirmed_with_bounded_inference",
+              headline: "Metadata surface confirmed.",
+              confirmed_lines: ["Available metadata object sets: Catalog.Counterparties"],
+              inference_lines: [],
+              unknown_lines: [],
+              limitation_lines: [],
+              next_step_line: null
+            }
+          }
+        })
+      }
+    });
+
+    expect(result.applied).toBe(true);
+    expect(result.decision).toBe("apply_candidate");
+    expect(result.reply_text).toContain("Catalog.Counterparties");
+    expect(result.reason_codes).toContain("mcp_discovery_response_policy_metadata_candidate_priority");
+    expect(result.reason_codes).not.toContain("mcp_discovery_response_policy_keep_exact_matched_factual_address_reply");
+  });
+
   it("keeps aligned factual address lane answers when the exact lane already matched the same semantic intent", () => {
     const result = applyAssistantMcpDiscoveryResponsePolicy({
       currentReply: "ИП Калинин Н.М. | сумма: 216600 | операций: 2",

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapterGarbageEntityRegression.test.ts

@@ -0,0 +1,33 @@
+import { describe, expect, it } from "vitest";
+import { buildAssistantMcpDiscoveryTurnInput } from "../src/services/assistantMcpDiscoveryTurnInputAdapter";
+
+describe("assistant MCP discovery turn input adapter garbage entity regressions", () => {
+  it("does not treat document and movement lane words as counterparty candidates", () => {
+    const followupContext = {
+      previous_intent: "customer_revenue_and_payments" as const,
+      previous_discovery_pilot_scope: "counterparty_value_flow_query_movements_v1",
+      previous_filters: {
+        counterparty: "Группа СВК",
+        organization: "ООО Альтернатива Плюс",
+        period_from: "2020-01-01",
+        period_to: "2020-12-31"
+      },
+      previous_anchor_type: "counterparty" as const,
+      previous_anchor_value: "Группа СВК"
+    };
+
+    const documents = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "а по документам?",
+      followupContext
+    });
+    const movements = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "а по движениям?",
+      followupContext
+    });
+
+    expect(documents.turn_meaning_ref?.explicit_entity_candidates).toEqual(["Группа СВК"]);
+    expect(movements.turn_meaning_ref?.explicit_entity_candidates).toEqual(["Группа СВК"]);
+    expect(documents.turn_meaning_ref?.explicit_entity_candidates).not.toContain("документам");
+    expect(movements.turn_meaning_ref?.explicit_entity_candidates).not.toContain("движениям");
+  });
+});

llm_normalizer/backend/tests/assistantMetaFollowupPolicy.test.ts

@@ -56,6 +56,51 @@ describe("assistantMetaFollowupPolicy", () => {
     ).toBeNull();
   });
 
+  it("detects 1C schema/catalog questions as data-scope meta even when base detector misses them", () => {
+    const signals = policy.resolveMetaSignalSet({
+      rawUserMessage:
+        "\u041a\u0430\u043a\u0438\u0435 \u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a\u0438 1\u0421 \u0435\u0441\u0442\u044c \u043f\u043e \u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442\u0430\u043c?",
+      repairedRawUserMessage: "",
+      effectiveAddressUserMessage: "",
+      repairedEffectiveAddressUserMessage: ""
+    });
+
+    expect(signals.dataScopeMetaQuery).toBe(true);
+    expect(signals.capabilityMetaQuery).toBe(false);
+  });
+
+  it("detects document field/link questions as schema meta rather than fake counterparty documents", () => {
+    const signals = policy.resolveMetaSignalSet({
+      rawUserMessage:
+        "\u041a\u0430\u043a\u0438\u0435 \u043f\u043e\u043b\u044f \u0438 \u0441\u0432\u044f\u0437\u0438 \u0441\u0442\u043e\u0438\u0442 \u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u044f?",
+      repairedRawUserMessage: "",
+      effectiveAddressUserMessage: "",
+      repairedEffectiveAddressUserMessage: ""
+    });
+
+    expect(signals.dataScopeMetaQuery).toBe(true);
+    expect(signals.capabilityMetaQuery).toBe(false);
+  });
+
+  it("does not turn debt classification wording into capability meta help", () => {
+    const noisyPolicy = createAssistantMetaFollowupPolicy({
+      hasAssistantDataScopeMetaQuestionSignal: () => false,
+      shouldHandleAsAssistantCapabilityMetaQuery: () => true,
+      hasMetaAnswerFollowupSignal: () => false,
+      hasAnswerInspectionFollowupSignal: () => false
+    });
+
+    const signals = noisyPolicy.resolveMetaSignalSet({
+      rawUserMessage:
+        "\u042d\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0447\u0438\u0442\u0430\u0442\u044c \u043f\u0440\u043e\u0441\u0440\u043e\u0447\u043a\u043e\u0439 \u0438\u043b\u0438 \u043f\u043e\u043a\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0437\u0430\u0434\u043e\u043b\u0436\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e?",
+      repairedRawUserMessage: "",
+      effectiveAddressUserMessage: "",
+      repairedEffectiveAddressUserMessage: ""
+    });
+
+    expect(signals.capabilityMetaQuery).toBe(false);
+  });
+
   it("detects evaluative meta follow-up over grounded answer", () => {
     const detected = policy.isMetaFollowupOverGroundedAnswer({
       followupContext: { previous_intent: "vat_payable_forecast" },

llm_normalizer/backend/tests/assistantTurnMeaningPolicy.test.ts

@@ -227,4 +227,50 @@ describe("assistantTurnMeaningPolicy", () => {
     expect(supplierQuality.unsupported_but_understood_family).toBe("broad_business_evaluation");
     expect(supplierQuality.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
   });
+
+  it("keeps selected-object profitability as an inventory exact intent instead of company overview", () => {
+    const policy = buildPolicy();
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        '\u041f\u043e \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u043c\u0443 \u043e\u0431\u044a\u0435\u043a\u0442\u0443 "\u0427\u0435\u0442\u043a\u0438 \u041f\u043e\u0441\u0442 (84*117)": \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u043d\u0430 \u043f\u0440\u043e\u0434\u0430\u0436\u0435, \u043a\u0430\u043a\u0438\u0435 \u0437\u0430\u043a\u0443\u043f\u043e\u0447\u043d\u044b\u0435 \u0438 \u043f\u0440\u043e\u0434\u0430\u0436\u043d\u044b\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u044d\u0442\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e\u0442?'
+    });
+
+    expect(meaning.explicit_intent_candidate).toBe("inventory_profitability_for_item");
+    expect(meaning.asked_domain_family).toBe("inventory");
+    expect(meaning.unsupported_but_understood_family).toBeNull();
+    expect(meaning.stale_replay_forbidden).toBe(false);
+    expect(meaning.reason_codes).not.toContain("broad_business_evaluation_current_turn_signal");
+  });
+
+  it("treats paired receivables/payables position as business overview instead of one debt side", () => {
+    const policy = buildPolicy();
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        "\u041a\u0430\u043a\u0430\u044f \u0434\u0435\u0431\u0438\u0442\u043e\u0440\u043a\u0430 \u0438 \u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\u043a\u0430 \u043d\u0430 30.09.2020 \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438?"
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+    expect(meaning.reason_codes).toContain("broad_business_evaluation_current_turn_signal");
+  });
+
+  it("treats debt overdue classification follow-up as business interpretation, not capability help", () => {
+    const policy = buildPolicy({
+      resolveAddressIntent: () => ({ intent: "unknown", confidence: "low" })
+    });
+
+    const meaning = policy.resolveAssistantTurnMeaning({
+      rawUserMessage:
+        "\u042d\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0447\u0438\u0442\u0430\u0442\u044c \u043f\u0440\u043e\u0441\u0440\u043e\u0447\u043a\u043e\u0439 \u0438\u043b\u0438 \u043f\u043e\u043a\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0437\u0430\u0434\u043e\u043b\u0436\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e?"
+    });
+
+    expect(meaning.explicit_intent_candidate).toBeNull();
+    expect(meaning.asked_domain_family).toBe("business_summary");
+    expect(meaning.asked_action_family).toBe("broad_evaluation");
+    expect(meaning.unsupported_but_understood_family).toBe("broad_business_evaluation");
+  });
 });