ARCH: закрепить open-scope continuity для org clarification

llm_normalizer/backend/src/services/assistantMcpDiscoveryDataNeedGraph.ts

@@ -132,6 +132,40 @@ function comparisonNeedFor(action: string): string | null {
   return null;
 }
 
+function hasOpenScopeOneSidedValueTotalHint(rawUtterance: string, action: string): boolean {
+  if (!rawUtterance) {
+    return false;
+  }
+  if (action === "turnover") {
+    return /(?:\bсколько\s+(?:мы\s+)?(?:получили|получено|входящих(?:\s+денег)?|поступлений|денег\s+пришло)\b|(?:сумма|объем)\s+(?:входящих|поступлений)|поступлений\s+за\b)/iu.test(
+      rawUtterance
+    );
+  }
+  if (action === "payout") {
+    return /(?:\bсколько\s+(?:мы\s+)?(?:заплатили|выплатили|потратили|исходящих(?:\s+денег)?|платежей|списаний)\b|(?:сумма|объем)\s+(?:исходящих|платежей|списаний)|(?:платежей|списаний)\s+за\b)/iu.test(
+      rawUtterance
+    );
+  }
+  return false;
+}
+
+function hasOpenScopeOneSidedValueTotalHintUtf8Safe(rawUtterance: string, action: string): boolean {
+  if (!rawUtterance) {
+    return false;
+  }
+  if (action === "turnover") {
+    return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+(?:\u043c\u044b\s+)?(?:\u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438|\u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043e|\u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0445(?:\s+\u0434\u0435\u043d\u0435\u0433)?|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0439|\u0434\u0435\u043d\u0435\u0433\s+\u043f\u0440\u0438\u0448\u043b\u043e)|(?:\u0441\u0443\u043c\u043c\u0430|\u043e\u0431\u044a\u0435\u043c)\s+(?:\u0432\u0445\u043e\u0434\u044f\u0449\u0438\u0445|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0439)|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0439\s+\u0437\u0430)/u.test(
+      rawUtterance
+    );
+  }
+  if (action === "payout") {
+    return /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+(?:\u043c\u044b\s+)?(?:\u0437\u0430\u043f\u043b\u0430\u0442\u0438\u043b\u0438|\u0432\u044b\u043f\u043b\u0430\u0442\u0438\u043b\u0438|\u043f\u043e\u0442\u0440\u0430\u0442\u0438\u043b\u0438|\u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0445(?:\s+\u0434\u0435\u043d\u0435\u0433)?|\u043f\u043b\u0430\u0442\u0435\u0436\u0435\u0439|\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439)|(?:\u0441\u0443\u043c\u043c\u0430|\u043e\u0431\u044a\u0435\u043c)\s+(?:\u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0445|\u043f\u043b\u0430\u0442\u0435\u0436\u0435\u0439|\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439)|(?:\u043f\u043b\u0430\u0442\u0435\u0436\u0435\u0439|\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u0439)\s+\u0437\u0430)/u.test(
+      rawUtterance
+    );
+  }
+  return false;
+}
+
 function supportsOrganizationScopedOpenTotal(action: string): boolean {
   return action === "turnover" || action === "payout";
 }
@@ -142,6 +176,7 @@ function allowsOpenScopeWithoutSubject(input: {
   organizationScope: string | null;
   comparisonNeed: string | null;
   rankingNeed: string | null;
+  oneSidedOpenScopeTotalHint: boolean;
 }): boolean {
   if (input.family !== "value_flow") {
     return false;
@@ -149,7 +184,9 @@ function allowsOpenScopeWithoutSubject(input: {
   if (input.rankingNeed || input.comparisonNeed === "incoming_vs_outgoing") {
     return true;
   }
-  return Boolean(input.organizationScope && supportsOrganizationScopedOpenTotal(input.action));
+  return Boolean(
+    supportsOrganizationScopedOpenTotal(input.action) && (input.organizationScope || input.oneSidedOpenScopeTotalHint)
+  );
 }
 
 function rankingNeedFromRawUtterance(value: string): string | null {
@@ -303,6 +340,7 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   const aggregationNeed = aggregationNeedFor(aggregationAxis);
   const comparisonNeed = comparisonNeedFor(action);
   const rankingNeed = rankingNeedFromRawUtterance(rawUtterance);
+  const oneSidedOpenScopeTotalHint = hasOpenScopeOneSidedValueTotalHintUtf8Safe(rawUtterance, action);
   const openScopeWithoutSubject =
     subjectCandidates.length === 0 &&
     allowsOpenScopeWithoutSubject({
@@ -310,13 +348,24 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
       action,
       organizationScope: explicitOrganizationScope,
       comparisonNeed,
-      rankingNeed
+      rankingNeed,
+      oneSidedOpenScopeTotalHint
     });
   const clarificationGaps: string[] = [];
   if (unsupported === "metadata_lane_choice_clarification" || action === "resolve_next_lane") {
     pushUnique(clarificationGaps, "lane_family_choice");
   }
-  if (subjectCandidates.length === 0 && businessFactFamily !== "schema_surface" && !openScopeWithoutSubject) {
+  if (
+    subjectCandidates.length === 0 &&
+    businessFactFamily === "value_flow" &&
+    openScopeWithoutSubject &&
+    !rankingNeed &&
+    !comparisonNeed &&
+    oneSidedOpenScopeTotalHint &&
+    !explicitOrganizationScope
+  ) {
+    pushUnique(clarificationGaps, "organization");
+  } else if (subjectCandidates.length === 0 && businessFactFamily !== "schema_surface" && !openScopeWithoutSubject) {
     pushUnique(clarificationGaps, "subject");
   }
   const timeScopeNeed = timeScopeNeedFor({
@@ -353,6 +402,9 @@ export function buildAssistantMcpDiscoveryDataNeedGraph(
   if (openScopeWithoutSubject && !rankingNeed && !comparisonNeed) {
     pushReason(reasonCodes, "data_need_graph_open_scope_total_without_subject");
   }
+  if (clarificationGaps.includes("organization")) {
+    pushReason(reasonCodes, "data_need_graph_open_scope_total_needs_organization");
+  }
   if (clarificationGaps.length > 0) {
     pushReason(reasonCodes, "data_need_graph_has_clarification_gaps");
   }