Post-F: закрепить metadata scope и обновить live7 canary

docs/ARCH/11 - architecture_turnaround/17 - post_f_semantic_integrity_hardening_2026-04-23.md

@@ -168,6 +168,7 @@ Materially hardened in this pass:
 - explicit raw entity search after a ranking/value-flow dialogue now resets stale assistant/followup scope: `Найди в 1С Группу СВК` becomes `source_signal=raw_text` with `explicit_entity_candidates=["Группа СВК"]`, no stale organization/date/ranking scope in the discovery turn input, and downstream follow-ups then carry the grounded SVK object intentionally;
 - open-organization ranked value-flow questions now stay subjectless by design: predicate-shaped entity pollution such as `принёс наибольшую выручку организации в` is discarded, referential organization placeholders such as `эта организация` are resolved through the active organization scope, and the MCP ranking answer overrides exact-lane year-summary replies when the user asked `кто`;
 - ranked value-flow answer drafts no longer leak raw English/internal evidence lines into the user-facing response;
+- metadata-scoped movement/document chains now keep organization scope and metadata subject separate: stale follow-up `counterparty` values that are really the active organization, or action-verb pollution such as `Провести`, no longer become `explicit_entity_candidates` during year switches and document pivots;
 - VAT exact materialization now survives period-window filtering instead of collapsing into `recipe_visibility_gap`;
 - confirmed VAT tax-period turns now keep raw month extraction separate from runtime tax-quarter execution, so exact VAT routes do not lose the intended tax period;
 - post-pivot receivables recovery now preserves the selected open-items recipe without weakening strict account-scope guards for risk replies;
@@ -188,7 +189,7 @@ Replay-backed anchors for the current layer include:
 - `address_truth_harness_phase80_payments_to_contracts_to_documents_all_time_live_rerun1`
 - `address_truth_harness_phase82_human_mixed_integrity_status_dialog_post_m23_rerun_documents_scope_bidirectional`
 - `address_truth_harness_phase82_human_mixed_integrity_status_dialog_post_f_account_injection_guard_clean_scope`
-- `address_truth_harness_post_f_cross_stage_canary_agent_20260424_live5`, accepted `24/24`, and saved into autoruns as `AGENT | Post-F cross-stage semantic integrity canary` (`gen-ag04241406-abe4d8`)
+- `address_truth_harness_post_f_cross_stage_canary_agent_20260424_live7`, accepted `24/24`, and saved into autoruns as `AGENT | Post-F cross-stage semantic integrity canary` (`gen-ag04241406-abe4d8`)
 
 ## Honest Remaining Risk
 

docs/ARCH/11 - architecture_turnaround/README.md

@@ -65,7 +65,7 @@ Current honest status:
 - pre-multidomain readiness: `~88%`
 - bounded-autonomy foundation readiness: `~86%`
 - open-world bounded-autonomy readiness: `~71%`
-- graph snapshot after latest rebuild: `5891 nodes`, `12769 edges`, `135 communities`
+- graph snapshot after latest rebuild: `5892 nodes`, `12772 edges`, `137 communities`
 - current breakpoint:
   - the validated hot paths are no longer structurally broken;
   - flagship continuity collapse is no longer the primary risk;
@@ -92,7 +92,7 @@ Latest live proof now includes:
 - `address_truth_harness_phase80_payments_to_contracts_to_documents_all_time_live_rerun1` accepted
 - `address_truth_harness_phase82_human_mixed_integrity_status_dialog_post_m23_rerun_documents_scope_bidirectional` accepted `19/19`
 - `address_truth_harness_phase82_human_mixed_integrity_status_dialog_post_f_account_injection_guard_clean_scope` accepted `19/19`, with the `Жуковке 51` numeric counterparty suffix kept as counterparty scope instead of leaking as account `51`
-- `address_truth_harness_post_f_cross_stage_canary_agent_20260424_live5` accepted `24/24`, proving a saved cross-stage AGENT canary across VAT metadata, numeric counterparty suffixes, open-organization value-flow clarification, ranked value-flow year switches, and SVK grounded reset; the saved autorun is `AGENT | Post-F cross-stage semantic integrity canary` (`gen-ag04241406-abe4d8`)
+- `address_truth_harness_post_f_cross_stage_canary_agent_20260424_live7` accepted `24/24`, proving a saved cross-stage AGENT canary across VAT metadata, metadata-scoped organization/document pivots, numeric counterparty suffixes, open-organization value-flow clarification, ranked value-flow year switches, and SVK grounded reset; the saved autorun is `AGENT | Post-F cross-stage semantic integrity canary` (`gen-ag04241406-abe4d8`)
 - `address_truth_harness_phase11_manual_followup_meta_quality_live_rerun_vatfix` accepted `10/10`
 - `address_truth_harness_phase20_continuity_stabilization_live_rerun_vatfix` accepted `6/6`
 - `addressQueryRuntimeM23.test.ts` full semantic/runtime slice accepted `403/403` after Post-F VAT/date-basis, scope-recovery, open value-flow organization clarification, document-vs-bank arbitration, and reply-shape hardening

llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js

@@ -89,8 +89,17 @@ function isValueFlowPredicateEntityCandidate(value) {
     }
     return !/(?<!\p{L})(?:ооо|ип|ао|пао|зао|llc|inc|corp)(?!\p{L})/iu.test(text);
 }
+function isActionVerbEntityCandidate(value) {
+    if (!value) {
+        return false;
+    }
+    return new Set(["провести", "показать", "посмотреть", "смотреть", "найти", "искать", "анализ"]).has((0, addressTextRepair_1.normalizeRussianComparableText)(value));
+}
 function isInvalidEntityCandidate(value) {
-    return Boolean(value && (isReferentialEntityPlaceholder(value) || isValueFlowPredicateEntityCandidate(value)));
+    return Boolean(value &&
+        (isReferentialEntityPlaceholder(value) ||
+            isValueFlowPredicateEntityCandidate(value) ||
+            isActionVerbEntityCandidate(value)));
 }
 function normalizeFollowupCounterpartyCandidate(value) {
     const text = candidateValue(value);
@@ -866,9 +875,20 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const rawOrganizationScope = extractOrganizationScopeFromRawText(rawUserText ?? rawEffectiveText ?? rawSignalSourceText);
     const currentTurnFreshOrganizationScope = rawOrganizationScope ?? predecomposeEntities.organization;
     const currentTurnOrganizationScope = currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
+    const followupCounterpartyIsMetadataOrganizationScope = Boolean(followupSeed.subjectResolutionOptional &&
+        followupSeed.counterparty &&
+        (followupSeed.metadataScopeHint ||
+            followupSeed.metadataSelectedEntitySet ||
+            followupSeed.metadataSelectedSurfaceObjects.length > 0) &&
+        (isInvalidEntityCandidate(followupSeed.counterparty) ||
+            sameScopedName(followupSeed.counterparty, followupSeed.organization) ||
+            sameScopedName(followupSeed.counterparty, currentTurnOrganizationScope)));
+    const effectiveFollowupCounterparty = followupCounterpartyIsMetadataOrganizationScope
+        ? null
+        : followupSeed.counterparty;
     const explicitOrganizationScopeSignal = Boolean(rawOrganizationMentionSignal && currentTurnOrganizationScope);
     const organizationClarificationFollowupApplicable = Boolean(followupSeed.domain === "counterparty_value" &&
-        !followupSeed.counterparty &&
+        !effectiveFollowupCounterparty &&
         currentTurnOrganizationScope &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
@@ -912,7 +932,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         hasMetadataObjectHint(rawText));
-    const metadataLaneCarryoverAvailable = Boolean(followupSeed.counterparty ||
+    const metadataLaneCarryoverAvailable = Boolean(effectiveFollowupCounterparty ||
         followupSeed.discoveryEntity ||
         followupSeed.metadataScopeHint ||
         followupSeed.metadataSelectedEntitySet ||
@@ -946,7 +966,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         !rawLifecycleSignal &&
         metadataMovementHintSignal);
     const entityResolutionGroundedDocumentFollowupApplicable = Boolean(followupSeed.pilotScope === "entity_resolution_search_v1" &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         !rawMetadataSignal &&
@@ -959,7 +979,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         !rawMetadataSignal &&
         metadataDocumentHintSignal);
     const entityResolutionGroundedMovementFollowupApplicable = Boolean(followupSeed.pilotScope === "entity_resolution_search_v1" &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         !rawMetadataSignal &&
@@ -974,14 +994,14 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const groundedValueFlowFollowupApplicable = Boolean(rawValueFlowSignal &&
         !rawLifecycleSignal &&
         !rawMetadataSignal &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         (followupSeed.pilotScope === "entity_resolution_search_v1" ||
             followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" ||
             followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" ||
             followupSeed.pilotScope === "counterparty_value_flow_query_movements_v1" ||
             followupSeed.pilotScope === "counterparty_supplier_payout_query_movements_v1" ||
             followupSeed.pilotScope === "counterparty_bidirectional_value_flow_query_movements_v1"));
-    const groundedValueFlowEvidenceSourceApplicable = Boolean((followupSeed.counterparty || followupSeed.discoveryEntity) &&
+    const groundedValueFlowEvidenceSourceApplicable = Boolean((effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         !rawMetadataSignal &&
@@ -995,27 +1015,27 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const valueFlowGroundedDocumentFollowupApplicable = Boolean(groundedValueFlowEvidenceSourceApplicable && metadataDocumentHintSignal);
     const valueFlowGroundedMovementFollowupApplicable = Boolean(groundedValueFlowEvidenceSourceApplicable && metadataMovementHintSignal);
     const documentEvidenceGroundedMovementFollowupApplicable = Boolean(followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         !rawMetadataSignal &&
         metadataMovementHintSignal);
     const movementEvidenceGroundedDocumentFollowupApplicable = Boolean(followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         !rawMetadataSignal &&
         metadataDocumentHintSignal);
     const metadataScopedMovementEvidenceToDocumentFollowupApplicable = Boolean(followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" &&
         followupSeed.subjectResolutionOptional &&
-        !followupSeed.counterparty &&
+        !effectiveFollowupCounterparty &&
         metadataLaneCarryoverAvailable &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
         metadataDocumentHintSignal);
     const metadataScopedDocumentEvidenceToMovementFollowupApplicable = Boolean(followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" &&
         followupSeed.subjectResolutionOptional &&
-        !followupSeed.counterparty &&
+        !effectiveFollowupCounterparty &&
         metadataLaneCarryoverAvailable &&
         !rawLifecycleSignal &&
         !rawValueFlowSignal &&
@@ -1074,7 +1094,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const metadataGroundedDocumentLaneApplicable = metadataGroundedDocumentFollowupApplicable ||
         metadataAmbiguityResolvedDocumentFollowupApplicable ||
         (followupSeed.subjectResolutionOptional &&
-            !followupSeed.counterparty &&
+            !effectiveFollowupCounterparty &&
             metadataLaneCarryoverAvailable &&
             !rawLifecycleSignal &&
             !rawValueFlowSignal &&
@@ -1092,7 +1112,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const metadataGroundedMovementLaneApplicable = metadataGroundedMovementFollowupApplicable ||
         metadataAmbiguityResolvedMovementFollowupApplicable ||
         (followupSeed.subjectResolutionOptional &&
-            !followupSeed.counterparty &&
+            !effectiveFollowupCounterparty &&
             metadataLaneCarryoverAvailable &&
             !rawLifecycleSignal &&
             !rawValueFlowSignal &&
@@ -1171,8 +1191,8 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         ? normalizedPredecomposeCounterparty
         : null;
     const explicitCurrentCounterpartyOverridesFollowupEntity = Boolean(explicitCurrentCounterpartyCandidate &&
-        (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
-        !sameScopedName(explicitCurrentCounterpartyCandidate, followupSeed.counterparty ?? followupSeed.discoveryEntity) &&
+        !sameScopedName(explicitCurrentCounterpartyCandidate, effectiveFollowupCounterparty ?? followupSeed.discoveryEntity) &&
         (valueFlowSignal ||
             lifecycleSignal ||
             metadataGroundedDocumentLaneApplicable ||
@@ -1187,7 +1207,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
                 followupSeed.metadataSelectedEntitySet ??
                 null;
     const metadataScopedLaneWithoutSubject = Boolean((metadataGroundedMovementLaneApplicable || metadataGroundedDocumentLaneApplicable) &&
-        !followupSeed.counterparty &&
+        !effectiveFollowupCounterparty &&
         metadataLaneCarryoverAvailable);
     const groundedFollowupEntity = metadataScopedLaneWithoutSubject
         ? null
@@ -1195,7 +1215,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             ? null
             : explicitCurrentCounterpartyOverridesFollowupEntity
                 ? null
-                : followupSeed.counterparty ?? followupSeed.discoveryEntity;
+                : effectiveFollowupCounterparty ?? followupSeed.discoveryEntity;
     const entityCandidates = entityResolutionSignal ? [] : [];
     if (entityResolutionSignal) {
         pushNormalizedEntityResolutionCandidate(entityCandidates, entityResolutionClarificationCandidate);
@@ -1209,7 +1229,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             pushNormalizedEntityResolutionCandidate(entityCandidates, normalizedPredecomposeCounterparty);
         }
         if (!rawEntitySearchOverridesStaleScope) {
-            pushNormalizedEntityResolutionCandidate(entityCandidates, followupSeed.counterparty);
+            pushNormalizedEntityResolutionCandidate(entityCandidates, effectiveFollowupCounterparty);
         }
     }
     else {
@@ -1221,7 +1241,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         }
         pushScopedEntityCandidate(entityCandidates, normalizedPredecomposeCounterparty, groundedFollowupEntity);
         if (!groundedFollowupEntity) {
-            pushScopedEntityCandidate(entityCandidates, followupSeed.counterparty, null);
+            pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
             if (!metadataScopedLaneWithoutSubject) {
                 pushScopedEntityCandidate(entityCandidates, followupSeed.discoveryEntity, null);
             }
@@ -1234,7 +1254,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         pushUnique(entityCandidates, followupSeed.discoveryEntity);
         pushUnique(entityCandidates, rawMetadataScopeHint);
     }
-    const openScopeValueFlowWithoutCounterparty = valueFlowSignal && !normalizedPredecomposeCounterparty && !followupSeed.counterparty;
+    const openScopeValueFlowWithoutCounterparty = valueFlowSignal && !normalizedPredecomposeCounterparty && !effectiveFollowupCounterparty;
     const valueFlowOrganizationStaysScope = openScopeValueFlowWithoutCounterparty &&
         Boolean(bidirectionalValueFlowSignal ||
             hasValueRankingSignal(rawText) ||
@@ -1242,7 +1262,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             explicitOrganizationScopeSignal ||
             organizationClarificationFollowupApplicable ||
             followupSeed.organization);
-    const openScopeValueFlowWithoutResolvedCounterparty = Boolean(valueFlowSignal && !normalizedPredecomposeCounterparty && !followupSeed.counterparty);
+    const openScopeValueFlowWithoutResolvedCounterparty = Boolean(valueFlowSignal && !normalizedPredecomposeCounterparty && !effectiveFollowupCounterparty);
     if (openScopeValueFlowWithoutCounterparty && !valueFlowOrganizationStaysScope) {
         pushUnique(entityCandidates, predecomposeEntities.organization);
         pushUnique(entityCandidates, followupSeed.organization);
@@ -1263,9 +1283,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             if ((metadataLaneScopeHint && sameScopedName(candidate, metadataLaneScopeHint)) ||
                 (explicitOrganizationScope && sameScopedName(candidate, explicitOrganizationScope)) ||
                 (followupSeed.organization && sameScopedName(candidate, followupSeed.organization)) ||
-                (followupSeed.counterparty &&
+                (effectiveFollowupCounterparty &&
-                    !sameScopedName(followupSeed.counterparty, explicitCurrentCounterpartyCandidate) &&
+                    !sameScopedName(effectiveFollowupCounterparty, explicitCurrentCounterpartyCandidate) &&
-                    sameScopedName(candidate, followupSeed.counterparty))) {
+                    sameScopedName(candidate, effectiveFollowupCounterparty))) {
                 entityCandidates.splice(index, 1);
             }
         }
@@ -1590,7 +1610,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         normalizedPredecomposeCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
     }
-    if (followupSeed.counterparty && !rawEntitySearchOverridesStaleScope) {
+    if (effectiveFollowupCounterparty && !rawEntitySearchOverridesStaleScope) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_followup_context");
     }
     if (followupDateScopeApplied) {

llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts

@@ -135,8 +135,22 @@ function isValueFlowPredicateEntityCandidate(value: string | null): boolean {
   return !/(?<!\p{L})(?:ооо|ип|ао|пао|зао|llc|inc|corp)(?!\p{L})/iu.test(text);
 }
 
+function isActionVerbEntityCandidate(value: string | null): boolean {
+  if (!value) {
+    return false;
+  }
+  return new Set(["провести", "показать", "посмотреть", "смотреть", "найти", "искать", "анализ"]).has(
+    normalizeRussianComparableText(value)
+  );
+}
+
 function isInvalidEntityCandidate(value: string | null): boolean {
-  return Boolean(value && (isReferentialEntityPlaceholder(value) || isValueFlowPredicateEntityCandidate(value)));
+  return Boolean(
+    value &&
+      (isReferentialEntityPlaceholder(value) ||
+        isValueFlowPredicateEntityCandidate(value) ||
+        isActionVerbEntityCandidate(value))
+  );
 }
 
 function normalizeFollowupCounterpartyCandidate(value: unknown): string | null {
@@ -1163,10 +1177,23 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const currentTurnFreshOrganizationScope = rawOrganizationScope ?? predecomposeEntities.organization;
   const currentTurnOrganizationScope =
     currentTurnFreshOrganizationScope ?? assistantTurnMeaningOrganizationScope;
+  const followupCounterpartyIsMetadataOrganizationScope = Boolean(
+    followupSeed.subjectResolutionOptional &&
+      followupSeed.counterparty &&
+      (followupSeed.metadataScopeHint ||
+        followupSeed.metadataSelectedEntitySet ||
+        followupSeed.metadataSelectedSurfaceObjects.length > 0) &&
+      (isInvalidEntityCandidate(followupSeed.counterparty) ||
+        sameScopedName(followupSeed.counterparty, followupSeed.organization) ||
+        sameScopedName(followupSeed.counterparty, currentTurnOrganizationScope))
+  );
+  const effectiveFollowupCounterparty = followupCounterpartyIsMetadataOrganizationScope
+    ? null
+    : followupSeed.counterparty;
   const explicitOrganizationScopeSignal = Boolean(rawOrganizationMentionSignal && currentTurnOrganizationScope);
   const organizationClarificationFollowupApplicable = Boolean(
     followupSeed.domain === "counterparty_value" &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       currentTurnOrganizationScope &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
@@ -1225,7 +1252,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
       hasMetadataObjectHint(rawText)
   );
   const metadataLaneCarryoverAvailable = Boolean(
-    followupSeed.counterparty ||
+    effectiveFollowupCounterparty ||
       followupSeed.discoveryEntity ||
       followupSeed.metadataScopeHint ||
       followupSeed.metadataSelectedEntitySet ||
@@ -1269,7 +1296,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   );
   const entityResolutionGroundedDocumentFollowupApplicable = Boolean(
     followupSeed.pilotScope === "entity_resolution_search_v1" &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
       !rawMetadataSignal &&
@@ -1286,7 +1313,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   );
   const entityResolutionGroundedMovementFollowupApplicable = Boolean(
     followupSeed.pilotScope === "entity_resolution_search_v1" &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
       !rawMetadataSignal &&
@@ -1305,7 +1332,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     rawValueFlowSignal &&
       !rawLifecycleSignal &&
       !rawMetadataSignal &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       (followupSeed.pilotScope === "entity_resolution_search_v1" ||
         followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" ||
         followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" ||
@@ -1314,7 +1341,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
         followupSeed.pilotScope === "counterparty_bidirectional_value_flow_query_movements_v1")
   );
   const groundedValueFlowEvidenceSourceApplicable = Boolean(
-    (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+    (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
       !rawMetadataSignal &&
@@ -1334,7 +1361,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   );
   const documentEvidenceGroundedMovementFollowupApplicable = Boolean(
     followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
       !rawMetadataSignal &&
@@ -1342,7 +1369,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   );
   const movementEvidenceGroundedDocumentFollowupApplicable = Boolean(
     followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
       !rawMetadataSignal &&
@@ -1351,7 +1378,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const metadataScopedMovementEvidenceToDocumentFollowupApplicable = Boolean(
     followupSeed.pilotScope === "counterparty_movement_evidence_query_movements_v1" &&
       followupSeed.subjectResolutionOptional &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       metadataLaneCarryoverAvailable &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
@@ -1360,7 +1387,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const metadataScopedDocumentEvidenceToMovementFollowupApplicable = Boolean(
     followupSeed.pilotScope === "counterparty_document_evidence_query_documents_v1" &&
       followupSeed.subjectResolutionOptional &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       metadataLaneCarryoverAvailable &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
@@ -1431,7 +1458,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     metadataGroundedDocumentFollowupApplicable ||
     metadataAmbiguityResolvedDocumentFollowupApplicable ||
     (followupSeed.subjectResolutionOptional &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       metadataLaneCarryoverAvailable &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
@@ -1450,7 +1477,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     metadataGroundedMovementFollowupApplicable ||
     metadataAmbiguityResolvedMovementFollowupApplicable ||
     (followupSeed.subjectResolutionOptional &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       metadataLaneCarryoverAvailable &&
       !rawLifecycleSignal &&
       !rawValueFlowSignal &&
@@ -1537,8 +1564,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
       : null;
   const explicitCurrentCounterpartyOverridesFollowupEntity = Boolean(
     explicitCurrentCounterpartyCandidate &&
-      (followupSeed.counterparty || followupSeed.discoveryEntity) &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
-      !sameScopedName(explicitCurrentCounterpartyCandidate, followupSeed.counterparty ?? followupSeed.discoveryEntity) &&
+      !sameScopedName(explicitCurrentCounterpartyCandidate, effectiveFollowupCounterparty ?? followupSeed.discoveryEntity) &&
       (valueFlowSignal ||
         lifecycleSignal ||
         metadataGroundedDocumentLaneApplicable ||
@@ -1556,7 +1583,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
         null;
   const metadataScopedLaneWithoutSubject = Boolean(
     (metadataGroundedMovementLaneApplicable || metadataGroundedDocumentLaneApplicable) &&
-      !followupSeed.counterparty &&
+      !effectiveFollowupCounterparty &&
       metadataLaneCarryoverAvailable
   );
   const groundedFollowupEntity = metadataScopedLaneWithoutSubject
@@ -1565,7 +1592,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
       ? null
     : explicitCurrentCounterpartyOverridesFollowupEntity
       ? null
-      : followupSeed.counterparty ?? followupSeed.discoveryEntity;
+      : effectiveFollowupCounterparty ?? followupSeed.discoveryEntity;
   const entityCandidates = entityResolutionSignal ? [] : [];
   if (entityResolutionSignal) {
     pushNormalizedEntityResolutionCandidate(entityCandidates, entityResolutionClarificationCandidate);
@@ -1579,7 +1606,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
       pushNormalizedEntityResolutionCandidate(entityCandidates, normalizedPredecomposeCounterparty);
     }
     if (!rawEntitySearchOverridesStaleScope) {
-      pushNormalizedEntityResolutionCandidate(entityCandidates, followupSeed.counterparty);
+      pushNormalizedEntityResolutionCandidate(entityCandidates, effectiveFollowupCounterparty);
     }
   } else {
     if (groundedFollowupEntity) {
@@ -1590,7 +1617,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     }
     pushScopedEntityCandidate(entityCandidates, normalizedPredecomposeCounterparty, groundedFollowupEntity);
     if (!groundedFollowupEntity) {
-      pushScopedEntityCandidate(entityCandidates, followupSeed.counterparty, null);
+      pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
       if (!metadataScopedLaneWithoutSubject) {
         pushScopedEntityCandidate(entityCandidates, followupSeed.discoveryEntity, null);
       }
@@ -1606,7 +1633,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
     pushUnique(entityCandidates, rawMetadataScopeHint);
   }
   const openScopeValueFlowWithoutCounterparty =
-    valueFlowSignal && !normalizedPredecomposeCounterparty && !followupSeed.counterparty;
+    valueFlowSignal && !normalizedPredecomposeCounterparty && !effectiveFollowupCounterparty;
   const valueFlowOrganizationStaysScope =
     openScopeValueFlowWithoutCounterparty &&
     Boolean(
@@ -1618,7 +1645,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
         followupSeed.organization
     );
   const openScopeValueFlowWithoutResolvedCounterparty = Boolean(
-    valueFlowSignal && !normalizedPredecomposeCounterparty && !followupSeed.counterparty
+    valueFlowSignal && !normalizedPredecomposeCounterparty && !effectiveFollowupCounterparty
   );
   if (openScopeValueFlowWithoutCounterparty && !valueFlowOrganizationStaysScope) {
     pushUnique(entityCandidates, predecomposeEntities.organization);
@@ -1644,9 +1671,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
         (metadataLaneScopeHint && sameScopedName(candidate, metadataLaneScopeHint)) ||
         (explicitOrganizationScope && sameScopedName(candidate, explicitOrganizationScope)) ||
         (followupSeed.organization && sameScopedName(candidate, followupSeed.organization)) ||
-        (followupSeed.counterparty &&
+        (effectiveFollowupCounterparty &&
-          !sameScopedName(followupSeed.counterparty, explicitCurrentCounterpartyCandidate) &&
+          !sameScopedName(effectiveFollowupCounterparty, explicitCurrentCounterpartyCandidate) &&
-          sameScopedName(candidate, followupSeed.counterparty))
+          sameScopedName(candidate, effectiveFollowupCounterparty))
       ) {
         entityCandidates.splice(index, 1);
       }
@@ -2000,7 +2027,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   ) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
   }
-  if (followupSeed.counterparty && !rawEntitySearchOverridesStaleScope) {
+  if (effectiveFollowupCounterparty && !rawEntitySearchOverridesStaleScope) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_followup_context");
   }
   if (followupDateScopeApplied) {

llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts

@@ -2007,6 +2007,7 @@ describe("assistant MCP discovery turn input adapter", () => {
         previous_discovery_ranking_need: "top_desc",
         previous_filters: {
           organization: orgName,
+          counterparty: "\u041f\u0440\u043e\u0432\u0435\u0441\u0442\u0438",
           period_from: "2020-01-01",
           period_to: "2020-12-31"
         }
@@ -2290,4 +2291,47 @@ describe("assistant MCP discovery turn input adapter", () => {
     });
     expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
   });
+
+  it("does not promote organization scope into counterparty subject after a metadata-scoped movement year switch", () => {
+    const orgName =
+      "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage: "\u0417\u0430 2020 \u0433\u043e\u0434.",
+      followupContext: {
+        previous_discovery_pilot_scope: "counterparty_movement_evidence_query_movements_v1",
+        previous_discovery_loop_status: "ready_for_next_hop",
+        previous_discovery_loop_selected_chain_id: "movement_evidence",
+        previous_discovery_loop_pending_axes: [],
+        previous_discovery_loop_asked_domain_family: "movements",
+        previous_discovery_loop_asked_action_family: "list_movements",
+        previous_discovery_loop_unsupported_family: "movement_evidence",
+        previous_discovery_loop_metadata_scope_hint: "\u041d\u0414\u0421",
+        previous_discovery_loop_subject_resolution_optional: true,
+        previous_discovery_entity_candidates: ["\u041d\u0414\u0421"],
+        previous_filters: {
+          organization: orgName,
+          counterparty: orgName,
+          period_to: "2026-04-24"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("movement evidence");
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "movements",
+      asked_action_family: "list_movements",
+      metadata_scope_hint: "\u041d\u0414\u0421",
+      subject_resolution_optional: true,
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "movement_evidence",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.data_need_graph?.subject_candidates).toEqual([]);
+    expect(result.reason_codes).toContain("mcp_discovery_metadata_scoped_lane_without_subject");
+    expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_followup_context");
+  });
 });

llm_normalizer/data/autorun_generators/history.json

@@ -1,4 +1,96 @@
 [
+  {
+    "generation_id": "gen-ag04241610-84c8bb",
+    "created_at": "2026-04-24T16:10:22+00:00",
+    "mode": "saved_user_sessions",
+    "title": "AGENT | Post-F cross-stage semantic integrity canary live7",
+    "count": 24,
+    "domain": "address_post_f_cross_stage_canary_agent",
+    "questions": [
+      "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+      "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+      "За 2020 год.",
+      "А теперь по документам?",
+      "А теперь за 2021 год?",
+      "А теперь за все время?",
+      "С НДС закончили. Новая тема: покажи документы по Жуковке 51.",
+      "Хорошо, а теперь платежи по нему тоже покажи.",
+      "А по нему договоры?",
+      "А по нему документы?",
+      "А за 2021?",
+      "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?",
+      "По ООО Альтернатива Плюс.",
+      "Понял, тогда за все время.",
+      "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+      "И кто больше всего принес денег этой организации в 2020 году?",
+      "А в 2021 году?",
+      "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК.",
+      "Сколько получили по нему за 2020 год?",
+      "А теперь сколько заплатили?",
+      "А какое нетто?",
+      "А по документам?",
+      "А по движениям?",
+      "А теперь тот же смысл за 2021 год."
+    ],
+    "generated_by": "codex_agent",
+    "saved_case_set_file": "assistant_autogen_saved_user_sessions_20260424161022_gen-ag04241610-84c8bb.json",
+    "context": {
+      "llm_provider": null,
+      "model": null,
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "autogen_personality_id": null,
+      "autogen_personality_prompt": null,
+      "source_session_id": null,
+      "saved_session_file": "assistant_saved_session_20260424161022_gen-ag04241610-84c8bb.json",
+      "saved_case_set_kind": "agent_semantic_scenario",
+      "agent_run": true,
+      "agent_focus": "live7: VAT metadata scoped org/document pivots, ranking year switches, fresh SVK reset",
+      "architecture_phase": "Post-F Semantic Integrity Hardening",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_cross_stage_canary_agent_20260424.json",
+      "scenario_id": "address_truth_harness_post_f_cross_stage_canary_agent_20260424",
+      "semantic_tags": [
+        "account_injection_guard",
+        "all_time_followup",
+        "bidirectional_value_flow",
+        "clarification_resume",
+        "contracts_followup",
+        "counterparty_pronoun_resolution",
+        "cross_stage_canary",
+        "document_lane_continuity",
+        "document_pivot_after_movement",
+        "documents_followup",
+        "documents_pivot",
+        "grounded_counterparty",
+        "incoming_value_flow",
+        "legacy_phase39",
+        "legacy_phase64",
+        "legacy_phase67",
+        "metadata_surface",
+        "movement_execution",
+        "movement_lane_after_metadata",
+        "movements_pivot",
+        "net_value_flow",
+        "numeric_counterparty_suffix",
+        "open_scope_total",
+        "organization_clarification",
+        "organization_scope",
+        "payments_followup",
+        "payout_value_flow",
+        "period_clarification_resume",
+        "post_f",
+        "repeated_pivot",
+        "scope_reuse",
+        "topic_reset",
+        "value_flow_ranking",
+        "vat_orientation",
+        "year_switch",
+        "year_switch_after_document_pivot",
+        "year_switch_after_repeated_pivot"
+      ]
+    }
+  },
   {
     "generation_id": "gen-ag04241406-abe4d8",
     "created_at": "2026-04-24T14:06:30+00:00",

llm_normalizer/data/autorun_generators/saved_sessions/assistant_saved_session_20260424161022_gen-ag04241610-84c8bb.json

@@ -0,0 +1,353 @@
+{
+  "saved_at": "2026-04-24T16:10:22+00:00",
+  "generation_id": "gen-ag04241610-84c8bb",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Post-F cross-stage semantic integrity canary live7",
+  "agent_run": true,
+  "questions": [
+    "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+    "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+    "За 2020 год.",
+    "А теперь по документам?",
+    "А теперь за 2021 год?",
+    "А теперь за все время?",
+    "С НДС закончили. Новая тема: покажи документы по Жуковке 51.",
+    "Хорошо, а теперь платежи по нему тоже покажи.",
+    "А по нему договоры?",
+    "А по нему документы?",
+    "А за 2021?",
+    "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?",
+    "По ООО Альтернатива Плюс.",
+    "Понял, тогда за все время.",
+    "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+    "И кто больше всего принес денег этой организации в 2020 году?",
+    "А в 2021 году?",
+    "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК.",
+    "Сколько получили по нему за 2020 год?",
+    "А теперь сколько заплатили?",
+    "А какое нетто?",
+    "А по документам?",
+    "А по движениям?",
+    "А теперь тот же смысл за 2021 год."
+  ],
+  "metadata": {
+    "assistant_prompt_version": null,
+    "decomposition_prompt_version": null,
+    "prompt_fingerprint": null,
+    "agent_focus": "live7: VAT metadata scoped org/document pivots, ranking year switches, fresh SVK reset",
+    "architecture_phase": "Post-F Semantic Integrity Hardening",
+    "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_cross_stage_canary_agent_20260424.json",
+    "scenario_id": "address_truth_harness_post_f_cross_stage_canary_agent_20260424",
+    "semantic_tags": [
+      "account_injection_guard",
+      "all_time_followup",
+      "bidirectional_value_flow",
+      "clarification_resume",
+      "contracts_followup",
+      "counterparty_pronoun_resolution",
+      "cross_stage_canary",
+      "document_lane_continuity",
+      "document_pivot_after_movement",
+      "documents_followup",
+      "documents_pivot",
+      "grounded_counterparty",
+      "incoming_value_flow",
+      "legacy_phase39",
+      "legacy_phase64",
+      "legacy_phase67",
+      "metadata_surface",
+      "movement_execution",
+      "movement_lane_after_metadata",
+      "movements_pivot",
+      "net_value_flow",
+      "numeric_counterparty_suffix",
+      "open_scope_total",
+      "organization_clarification",
+      "organization_scope",
+      "payments_followup",
+      "payout_value_flow",
+      "period_clarification_resume",
+      "post_f",
+      "repeated_pivot",
+      "scope_reuse",
+      "topic_reset",
+      "value_flow_ranking",
+      "vat_orientation",
+      "year_switch",
+      "year_switch_after_document_pivot",
+      "year_switch_after_repeated_pivot"
+    ]
+  },
+  "source_session_id": null,
+  "session": {
+    "session_id": null,
+    "mode": "agent_semantic_run",
+    "items": [
+      {
+        "message_id": "agent-user-001",
+        "role": "user",
+        "text": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-002",
+        "role": "user",
+        "text": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-003",
+        "role": "user",
+        "text": "За 2020 год.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-004",
+        "role": "user",
+        "text": "А теперь по документам?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-005",
+        "role": "user",
+        "text": "А теперь за 2021 год?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-006",
+        "role": "user",
+        "text": "А теперь за все время?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-007",
+        "role": "user",
+        "text": "С НДС закончили. Новая тема: покажи документы по Жуковке 51.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-008",
+        "role": "user",
+        "text": "Хорошо, а теперь платежи по нему тоже покажи.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-009",
+        "role": "user",
+        "text": "А по нему договоры?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-010",
+        "role": "user",
+        "text": "А по нему документы?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-011",
+        "role": "user",
+        "text": "А за 2021?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-012",
+        "role": "user",
+        "text": "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-013",
+        "role": "user",
+        "text": "По ООО Альтернатива Плюс.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-014",
+        "role": "user",
+        "text": "Понял, тогда за все время.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-015",
+        "role": "user",
+        "text": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-016",
+        "role": "user",
+        "text": "И кто больше всего принес денег этой организации в 2020 году?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-017",
+        "role": "user",
+        "text": "А в 2021 году?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-018",
+        "role": "user",
+        "text": "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-019",
+        "role": "user",
+        "text": "Сколько получили по нему за 2020 год?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-020",
+        "role": "user",
+        "text": "А теперь сколько заплатили?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-021",
+        "role": "user",
+        "text": "А какое нетто?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-022",
+        "role": "user",
+        "text": "А по документам?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-023",
+        "role": "user",
+        "text": "А по движениям?",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      },
+      {
+        "message_id": "agent-user-024",
+        "role": "user",
+        "text": "А теперь тот же смысл за 2021 год.",
+        "created_at": "2026-04-24T16:10:22+00:00",
+        "reply_type": null,
+        "trace_id": null,
+        "debug": null
+      }
+    ],
+    "agent_run": true,
+    "metadata": {
+      "assistant_prompt_version": null,
+      "decomposition_prompt_version": null,
+      "prompt_fingerprint": null,
+      "agent_focus": "live7: VAT metadata scoped org/document pivots, ranking year switches, fresh SVK reset",
+      "architecture_phase": "Post-F Semantic Integrity Hardening",
+      "source_spec_file": "X:\\1C\\NDC_1C\\docs\\orchestration\\address_truth_harness_post_f_cross_stage_canary_agent_20260424.json",
+      "scenario_id": "address_truth_harness_post_f_cross_stage_canary_agent_20260424",
+      "semantic_tags": [
+        "account_injection_guard",
+        "all_time_followup",
+        "bidirectional_value_flow",
+        "clarification_resume",
+        "contracts_followup",
+        "counterparty_pronoun_resolution",
+        "cross_stage_canary",
+        "document_lane_continuity",
+        "document_pivot_after_movement",
+        "documents_followup",
+        "documents_pivot",
+        "grounded_counterparty",
+        "incoming_value_flow",
+        "legacy_phase39",
+        "legacy_phase64",
+        "legacy_phase67",
+        "metadata_surface",
+        "movement_execution",
+        "movement_lane_after_metadata",
+        "movements_pivot",
+        "net_value_flow",
+        "numeric_counterparty_suffix",
+        "open_scope_total",
+        "organization_clarification",
+        "organization_scope",
+        "payments_followup",
+        "payout_value_flow",
+        "period_clarification_resume",
+        "post_f",
+        "repeated_pivot",
+        "scope_reuse",
+        "topic_reset",
+        "value_flow_ranking",
+        "vat_orientation",
+        "year_switch",
+        "year_switch_after_document_pivot",
+        "year_switch_after_repeated_pivot"
+      ]
+    }
+  }
+}

llm_normalizer/data/eval_cases/assistant_autogen_saved_user_sessions_20260424161022_gen-ag04241610-84c8bb.json

@@ -0,0 +1,97 @@
+{
+  "suite_id": "assistant_saved_session_gen-ag04241610-84c8bb",
+  "suite_version": "0.1.0",
+  "schema_version": "assistant_saved_session_suite_v0_1",
+  "generated_at": "2026-04-24T16:10:22+00:00",
+  "generation_id": "gen-ag04241610-84c8bb",
+  "mode": "saved_user_sessions",
+  "title": "AGENT | Post-F cross-stage semantic integrity canary live7",
+  "domain": "address_post_f_cross_stage_canary_agent",
+  "scenario_count": 1,
+  "case_ids": [
+    "SAVED-001"
+  ],
+  "cases": [
+    {
+      "case_id": "SAVED-001",
+      "scenario_tag": "agent_saved_user_sessions",
+      "title": "AGENT | Post-F cross-stage semantic integrity canary live7",
+      "question_type": "followup",
+      "broadness_level": "medium",
+      "turns": [
+        {
+          "user_message": "Мне нужно понять, где в 1С по НДС вообще лежат данные. Какие объекты стоит смотреть по НДС?"
+        },
+        {
+          "user_message": "Хорошо, тогда покажи движения по ООО Альтернатива Плюс."
+        },
+        {
+          "user_message": "За 2020 год."
+        },
+        {
+          "user_message": "А теперь по документам?"
+        },
+        {
+          "user_message": "А теперь за 2021 год?"
+        },
+        {
+          "user_message": "А теперь за все время?"
+        },
+        {
+          "user_message": "С НДС закончили. Новая тема: покажи документы по Жуковке 51."
+        },
+        {
+          "user_message": "Хорошо, а теперь платежи по нему тоже покажи."
+        },
+        {
+          "user_message": "А по нему договоры?"
+        },
+        {
+          "user_message": "А по нему документы?"
+        },
+        {
+          "user_message": "А за 2021?"
+        },
+        {
+          "user_message": "С Жуковкой закончили. Теперь другая задача: быстрый денежный срез по одной организации. Если для ответа нужна организация, просто уточни ее. Сколько вообще входящих денег было за 2020 год?"
+        },
+        {
+          "user_message": "По ООО Альтернатива Плюс."
+        },
+        {
+          "user_message": "Понял, тогда за все время."
+        },
+        {
+          "user_message": "Хорошо. А что по ООО Альтернатива Плюс больше в 2020 году: входящие или исходящие деньги?"
+        },
+        {
+          "user_message": "И кто больше всего принес денег этой организации в 2020 году?"
+        },
+        {
+          "user_message": "А в 2021 году?"
+        },
+        {
+          "user_message": "Теперь отдельная тема по конкретному контрагенту. Найди в 1С Группу СВК."
+        },
+        {
+          "user_message": "Сколько получили по нему за 2020 год?"
+        },
+        {
+          "user_message": "А теперь сколько заплатили?"
+        },
+        {
+          "user_message": "А какое нетто?"
+        },
+        {
+          "user_message": "А по документам?"
+        },
+        {
+          "user_message": "А по движениям?"
+        },
+        {
+          "user_message": "А теперь тот же смысл за 2021 год."
+        }
+      ]
+    }
+  ]
+}