diff --git a/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md b/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md
index 3009236..a54e230 100644
--- a/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md	
+++ b/docs/ARCH/11 - architecture_turnaround/06 - phase_acceptance_matrix.md	
@@ -27,7 +27,7 @@ Current reporting baseline:
 - Post-F Semantic Integrity Hardening: `99%`, operationally closed/regression gate.
 - Planner Autonomy Consolidation: `100%` for the declared phase83 slice.
 - Open-World Business Overview implementation breadth: `~99%` through Slice 25.
-- Active next pressure: `Open-World Semantic Control Gate`, accepted module progress `~94%` after the first local control-gate cut.
+- Active next pressure: `Open-World Semantic Control Gate`, accepted module progress `~96%` after the second local control-gate cut.
 
 ## Archived Execution Snapshot (2026-04-17)
 
diff --git a/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md b/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md
index 9398738..d225371 100644
--- a/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md	
+++ b/docs/ARCH/11 - architecture_turnaround/21 - current_status_canon_2026-05-01.md	
@@ -17,7 +17,7 @@ It did not reopen Post-F and it did not prove that the Open-World implementation
 From this point forward:
 
 - `~99%` for Open-World means implementation breadth through `Business Overview Missing Proof Ledger`;
-- accepted module progress is `~94%` after the first local Semantic Control Gate cut, and remains below closure until the EHMO-derived subset is rerun;
+- accepted module progress is `~96%` after the second local Semantic Control Gate cut, and remains below closure until the EHMO-derived subset is rerun;
 - the active work is control-gate hardening, not immediate expansion into more proof families.
 
 For the current execution spine, read `23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md`.
@@ -55,7 +55,7 @@ For the current execution spine, read `23 - current_execution_spine_and_semantic
 - Completed active slice: `Business Overview Missing Proof Ledger`: business overview now records machine-readable hard proof gaps for accounting profit/margin, due-date debt aging, inventory reserve/liquidation quality, and vendor/procurement quality, distinguishing proxy-only evidence from reviewed routes that are not wired yet.
 - Implementation breadth: `~99% (Open-World Bounded Autonomy Breadth through Slice 25)`.
 - Next active slice: `Open-World Semantic Control Gate`, covering garbage-anchor protection, business-overview continuation, intent dominance, frame hygiene, counterparty/organization arbitration, and final-summary answer shape.
-- Active module progress: `~94% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`.
+- Active module progress: `~96% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`.
 
 ## Reporting Rule
 
@@ -63,7 +63,7 @@ Use these labels when reporting progress:
 
 - `Прогресс модуля: 99% (Post-F Semantic Integrity Hardening, operationally closed/regression gate)` when discussing the Post-F slice itself.
 - `Прогресс модуля: 100% (Planner Autonomy Consolidation, declared phase83 slice closed)` when discussing the planner-autonomy slice that was just completed.
-- `Прогресс модуля: 94% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)` while discussing current module closure after the first local Semantic Control Gate cut.
+- `Прогресс модуля: 96% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)` while discussing current module closure after the second local Semantic Control Gate cut.
 - `Open-World Business Overview implementation breadth: ~99%, semantic acceptance gate still open` when discussing only the already wired Slice 25 breadth.
 - `Прогресс модуля: X% (Open-World Bounded Autonomy Breadth, active slice: <name>)` for later breadth work after the Semantic Control Gate is accepted.
 
diff --git a/docs/ARCH/11 - architecture_turnaround/22 - open_world_bounded_autonomy_breadth_2026-05-01.md b/docs/ARCH/11 - architecture_turnaround/22 - open_world_bounded_autonomy_breadth_2026-05-01.md
index 819105a..7bba8bb 100644
--- a/docs/ARCH/11 - architecture_turnaround/22 - open_world_bounded_autonomy_breadth_2026-05-01.md	
+++ b/docs/ARCH/11 - architecture_turnaround/22 - open_world_bounded_autonomy_breadth_2026-05-01.md	
@@ -779,7 +779,7 @@ Suggested first subset:
 Current status:
 
 - implementation breadth through Slice 25: `~99%`;
-- accepted Open-World module progress after the first local Semantic Control Gate cut: `~94%`;
+- accepted Open-World module progress after the second local Semantic Control Gate cut: `~96%`;
 - exact P&L, real due-date debt aging, reserve/write-off/liquidation evidence, and vendor-risk engines stay queued behind this semantic gate.
 
 ### Slice 26 local cut 1 - anchor hygiene and overview continuation
@@ -798,8 +798,24 @@ Validation:
 - `npm.cmd test -- addressCounterpartyIntentSignals.test.ts addressQueryRuntimeM23.test.ts assistantMcpDiscoveryTurnInputAdapter.test.ts addressIntentResolverRegression.test.ts`: passed `515` with `6` skipped.
 - `npm.cmd run build`: passed.
 
+### Slice 26 local cut 2 - intent dominance, frame reset, and final-summary control
+
+Implemented now:
+
+- paired receivables/payables wording such as "debtors and creditors as of today" is deferred into `business_overview` instead of collapsing into only payables or only receivables;
+- raw metadata scope on an explicit topic switch, such as "now what registers and fields exist for VAT?", overrides stale document/value-flow subjects and suppresses stale follow-up date scope;
+- final next-step summary wording after a business overview stays in the bounded overview lane instead of becoming a fresh wrong documents/counterparty lookup;
+- business-overview continuation now suppresses stale follow-up counterparties before they can leak into the new summary frame.
+
+Local validation is accepted for this cut:
+
+- `npm.cmd test -- assistantMcpDiscoveryTurnInputAdapter.test.ts addressIntentResolverRegression.test.ts`: passed `98` with `6` skipped.
+- `npm.cmd test -- addressCounterpartyIntentSignals.test.ts addressQueryRuntimeM23.test.ts assistantMcpDiscoveryTurnInputAdapter.test.ts addressIntentResolverRegression.test.ts`: passed `519` with `6` skipped.
+- `npm.cmd run build`: passed.
+- graphify rebuild after Slice 26 local cut 2: `6076 nodes`, `13247 edges`, `138 communities`.
+
 Remaining before acceptance:
 
 - rerun the EHMO-derived semantic subset;
-- continue W3/W4/W5/W6 for intent dominance, frame reset, counterparty/organization arbitration, and final-summary answer lane;
+- continue W5 and any EHMO-revealed W3/W4/W6 gaps for counterparty/organization arbitration, remaining wrong-lane prevention, frame reset, and final-summary answer lane;
 - only then rerun the fat manual GUI pack for acceptance.
diff --git a/docs/ARCH/11 - architecture_turnaround/23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md b/docs/ARCH/11 - architecture_turnaround/23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md
index 7425859..18c1c5b 100644
--- a/docs/ARCH/11 - architecture_turnaround/23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md	
+++ b/docs/ARCH/11 - architecture_turnaround/23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md	
@@ -66,12 +66,12 @@ This gate is not a request to tune the assistant for every weird question in tha
 Current status should be reported as:
 
 - implementation breadth: `~99%` for Open-World Business Overview through Slice 25;
-- accepted module progress: `~94% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`.
+- accepted module progress: `~96% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`.
 
-This is not a regression from `99%` to `94%`. It is a metric split:
+This is not a regression from `99%` to `96%`. It is a metric split:
 
 - `99%` describes wired breadth;
-- `94%` describes closure confidence after the first local control-gate cut; the gate is still not accepted without EHMO-subset replay.
+- `96%` describes closure confidence after the second local control-gate cut; the gate is still not accepted without EHMO-subset replay.
 
 ## Current Local Cut
 
@@ -81,6 +81,13 @@ Local cut 1 is implemented:
 - W2 starter: business-overview continuation wording keeps the bounded overview lane after a previous overview run.
 - W3 edge covered locally: VAT-position wording inside a business-overview continuation does not fall into inventory selected-object routing.
 
+Local cut 2 is implemented:
+
+- W3 extension: paired receivables/payables wording is routed to bounded business overview debt-position analysis instead of one-sided exact debt.
+- W4 starter: explicit metadata topic switches let raw metadata scope override stale document/value-flow subjects and suppress stale date scope.
+- W6 starter: final next-step summary wording after business overview stays in the bounded overview lane and does not invent document/counterparty subjects.
+- Business-overview frame hygiene now suppresses stale follow-up counterparties when the current turn is a broad overview continuation.
+
 This is local evidence only. It improves the gate but does not close it until the EHMO-derived subset and the fat manual pack are semantically reviewed again.
 
 ## Failure Classes To Fix
@@ -120,7 +127,7 @@ Each work unit should add focused local tests and then be validated against the
 
 ## Acceptance Gate
 
-The current module can move from `~94%` toward closure only after:
+The current module can move from `~96%` toward closure only after:
 
 - the EHMO-derived critical subset is rerun and semantically reviewed;
 - old canaries remain green: Post-F, phase83, inventory selected-object, VAT continuity, SVK document/movement chains;
@@ -150,15 +157,15 @@ Manual runtime run reviewed as the gate opener:
 
 Graphify snapshot at this status cut:
 
-- `6070 nodes`
-- `13233 edges`
-- `135 communities`
+- `6076 nodes`
+- `13247 edges`
+- `138 communities`
 
 ## Reporting Rule
 
 Until the semantic control gate is accepted, use:
 
-`Прогресс модуля: 94% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`
+`Прогресс модуля: 96% (Open-World Bounded Autonomy Breadth, active slice: Semantic Control Gate)`
 
 If discussing only the already wired business-overview breadth, say:
 
diff --git a/docs/ARCH/11 - architecture_turnaround/README.md b/docs/ARCH/11 - architecture_turnaround/README.md
index f36ee5f..f5f9bef 100644
--- a/docs/ARCH/11 - architecture_turnaround/README.md	
+++ b/docs/ARCH/11 - architecture_turnaround/README.md	
@@ -77,7 +77,7 @@ Status canon for planning:
 - The current completed breadth slice is `Business Overview Missing Proof Ledger`: business overview now records hard remaining proof gaps as machine-readable `missing_proof_families`, separating proxy-only evidence from reviewed routes that are not wired yet.
 - The `assistant-stage1-EHMOy3lNFt` manual GUI replay opened the next acceptance gate: `Open-World Semantic Control Gate`.
 - The `~99%` Open-World number now means implementation breadth through Slice 25, not accepted semantic closure under broad human dialogue pressure.
-- The next active breadth slice is semantic control rather than new proof-family expansion: garbage-anchor protection, business-overview continuation, intent dominance, frame hygiene, counterparty/organization arbitration, and final-summary answer shape.
+- The active breadth slice is semantic control rather than new proof-family expansion: garbage-anchor protection, business-overview continuation, intent dominance, frame hygiene, counterparty/organization arbitration, and final-summary answer shape.
 - The short source of truth for status wording is [21 - current_status_canon_2026-05-01.md](./21%20-%20current_status_canon_2026-05-01.md).
 - The current execution spine after EHMO is [23 - current_execution_spine_and_semantic_control_gate_2026-05-05.md](./23%20-%20current_execution_spine_and_semantic_control_gate_2026-05-05.md).
 
@@ -144,11 +144,11 @@ Current honest status:
 - bounded-autonomy foundation readiness: `~89%`
 - open-world bounded-autonomy readiness: `~87%`
 - active Open-World Bounded Autonomy Breadth implementation breadth: `~99%`, with business-overview evidence fusion, the reviewed `business_overview` catalog/data-need/planner route-fabric slice, the fresh multi-probe runtime bridge, the explicit-period VAT/tax fact-family bridge, the explicit-period debt-position bridge, the explicit-date inventory-position bridge, the open-settlement quality bridge accepted by live semantic replay, selected-item profitability bridged by local semantic/runtime regression tests, contract-date debt age bridged locally, debt staleness-risk proxy bridged locally, debt due-date boundary arbitration bridged locally, inventory reserve/liquidation boundary arbitration bridged locally, supplier/procurement-quality boundary arbitration bridged locally, supplier concentration proxy bridged locally, document/account-section activity profile bridged locally, counterparty population/roles and contract usage profiles bridged locally, yearly operating-flow proxy bridged locally, earnings/best-year wording arbitration bridged locally, profit/margin wording boundary arbitration bridged locally, analyst synthesis added to business-overview answer drafting, company-period trading margin proxy bridged locally, inventory sales-to-stock proxy bridged locally, inventory staleness-risk proxy bridged locally, gap-specific answer shaping bridged locally, and missing proof families recorded as runtime evidence ledger; exact accounting profit/margin, true due-date debt aging/overdue, confirmed vendor-risk/procurement-quality analysis, and confirmed reserve/write-off/liquidation inventory evidence are still pending
-- active Open-World Bounded Autonomy Breadth accepted-module progress: `~94%`, because the first local `Open-World Semantic Control Gate` cut is implemented, but EHMO-subset replay is still pending
+- active Open-World Bounded Autonomy Breadth accepted-module progress: `~96%`, because local `Open-World Semantic Control Gate` cuts now cover anchor hygiene, overview continuation, debt-position intent dominance, metadata topic-switch frame reset, and final-summary continuation, but EHMO-subset replay is still pending
 - Post-F semantic integrity module progress: `~99%` operationally closed, with remaining risk now treated as next-slice discovery rather than an open blocker inside the closed slice
 - active inventory-stock breadth slice progress: `100%` for the declared scenario pack, not for arbitrary inventory questions
 - Planner Autonomy Consolidation progress: `100%` for the declared module, with catalog-fabric, value-flow arbitration, lifecycle bounded inference, broad-evaluation bridge, inventory catalog templates, inventory runtime-boundary honesty, exact inventory recipe bridging, unambiguous metadata-surface lane inference, catalog chain-template scoring, structured chain-match contract exposure, runtime/debug propagation, subject-aware bidirectional comparison arbitration, structured catalog-alignment verdicts, representative alignment regression guard, catalog-alignment reason-code telemetry, explicit `alignment_status` propagation, truth-harness/acceptance-matrix surfacing, soft divergence warning, `catalog_alignment_ok` acceptance invariant, step-level expected catalog-alignment assertions, phase66 and phase32 spec alignment expectations, AGENT source-catalog surfacing, generated phase83 mixed planner-brain replay spec, checked-source user-facing error sanitation, surface-grounded catalog promotion, and guarded live phase83 acceptance validated. Broader unfamiliar 1C asks are now next-module breadth work rather than an open blocker inside this declared slice
-- graph snapshot after latest rebuild: `6070 nodes`, `13233 edges`, `135 communities`
+- graph snapshot after latest rebuild: `6076 nodes`, `13247 edges`, `138 communities`
 - current regression-gate breakpoint:
   - the validated hot paths are no longer structurally broken;
   - flagship continuity collapse is no longer the primary risk;
@@ -203,6 +203,7 @@ Latest live proof now includes:
 - business-overview supplier concentration proxy accepted locally: targeted executor/answer-adapter slice passed `66/66` with `1` skipped; M23 route/runtime regression passed `412/412`; build passed; graphify rebuilt to `6041 nodes`, `13162 edges`, `136 communities`; the proxy ranks confirmed outgoing payment counterparties while vendor risk, procurement quality, and full expense structure remain unclaimed
 - business-overview yearly operating-flow proxy accepted locally: targeted executor/answer-adapter slice passed `66/66` with `1` skipped; M23 route/runtime regression passed `412/412`; build passed; graphify rebuilt to `6047 nodes`, `13177 edges`, `139 communities`; the proxy builds annual incoming/outgoing/net buckets from confirmed money-flow rows while profit, финрезультат, and full P&L remain unclaimed
 - business-overview missing proof ledger accepted locally: targeted executor/answer-adapter slice passed `66/66` with `1` skipped; M23 route/runtime regression passed `416/416`; build passed; graphify count is recorded in the current graph snapshot; hard remaining proof gaps are now visible as machine-readable `missing_proof_families` rather than only prose warnings
+- semantic control gate local cuts accepted locally: adapter/resolver focused regressions passed `98/98` with `6` skipped; broader address counterparty/M23/adapter/resolver slice passed `519/519` with `6` skipped; build passed; graphify rebuilt to `6076 nodes`, `13247 edges`, `138 communities`; EHMO-derived semantic replay remains the acceptance gate
 - business-overview earnings wording arbitration accepted locally: turn-meaning/turn-input slice passed `85/85` with `6` skipped; M23 route/runtime regression passed `412/412`; runtime-entry/pilot/answer slice passed `85/85` with `3` skipped; build passed; graphify rebuilt to `6052 nodes`, `13187 edges`, `138 communities`; organization-level earnings/best-year wording now reaches `business_overview` while explicit customer/counterparty ranking remains in exact customer value routes
 - inventory template lift accepted locally: catalog/data-need/planner/turn-input slice passed `139/139` with `6` skipped; full MCP-discovery slice passed `276/276` with `9` skipped; build passed; graphify stayed at `5912 nodes`, `12833 edges`, `138 communities`
 - inventory runtime-boundary hardening accepted locally: runtime-bridge/answer-adapter/pilot-executor slice passed `68/68` with `1` skipped; full MCP-discovery slice passed `277/277` with `9` skipped; build passed; graphify rebuilt to `5913 nodes`, `12837 edges`, `138 communities`
diff --git a/llm_normalizer/backend/dist/services/addressIntentResolver.js b/llm_normalizer/backend/dist/services/addressIntentResolver.js
index faf1db1..6030d76 100644
--- a/llm_normalizer/backend/dist/services/addressIntentResolver.js
+++ b/llm_normalizer/backend/dist/services/addressIntentResolver.js
@@ -1529,6 +1529,16 @@ function hasOrganizationLevelDebtDueDateOverviewBridgeSignal(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 hasOrganizationLevelDebtPositionOverviewBridgeSignal(text) {
+    const normalized = String(text ?? "").trim().toLowerCase();
+    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 hasOrganizationLevelInventoryReserveLiquidationOverviewBridgeSignal(text) {
     const normalized = String(text ?? "").trim().toLowerCase();
     if (!normalized) {
@@ -1727,6 +1737,9 @@ function resolveUnicodeAddressIntentBridge(text) {
     if (hasOrganizationLevelEarningsOverviewBridgeSignal(normalized)) {
         return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
     }
+    if (hasOrganizationLevelDebtPositionOverviewBridgeSignal(normalized)) {
+        return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_debt_position_deferred_to_discovery");
+    }
     if (hasOrganizationLevelDebtDueDateOverviewBridgeSignal(normalized)) {
         return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_debt_due_date_deferred_to_discovery");
     }
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
index bbb9873..890d2e2 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
@@ -579,6 +579,15 @@ 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(text);
     return hasDueDateDebtCue && hasCompanyScopeCue;
 }
+function hasOrganizationLevelDebtPositionOverviewSignal(text) {
+    if (!text) {
+        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(text);
+    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(text);
+    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(text);
+    return hasReceivablesCue && hasPayablesCue && hasOverviewCue;
+}
 function hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) {
     if (!text) {
         return false;
@@ -605,6 +614,7 @@ function hasOrganizationLevelSupplierQualityOverviewSignal(text) {
 }
 function hasBusinessOverviewSignal(text) {
     if (hasOrganizationLevelEarningsOverviewSignal(text) ||
+        hasOrganizationLevelDebtPositionOverviewSignal(text) ||
         hasOrganizationLevelDebtDueDateOverviewSignal(text) ||
         hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) ||
         hasOrganizationLevelSupplierQualityOverviewSignal(text)) {
@@ -620,7 +630,11 @@ function hasBusinessOverviewContinuationSignal(text) {
     const hasEvidenceContinuationCue = /(?:по\s+этим\s+данн|на\s+базе\s+этих\s+данн|из\s+этого|по\s+итогам|что\s+подтвержден|чего\s+не\s+хватает|что\s+пока\s+нельзя|что\s+можно\s+сказать|какой\s+вывод|итогов|резюм|вывод)/iu.test(normalized);
     const hasAnalystContinuationCue = /(?:можно\s+ли|если\s+нет|proxy|прокси|аудит|оцен|что\s+думаешь|нормальн\p{L}*\s+прибыл|прибыл|марж|рентаб|ликвидн|просроч|качество\s+долг|риск|налогов\p{L}*\s+вывод)/iu.test(normalized);
     const hasTaxContinuationCue = /(?:ндс|vat)[\s\S]{0,120}(?:позици|период|основан|не\s+хватает|налогов\p{L}*\s+вывод)|(?:позици|налогов\p{L}*\s+вывод)[\s\S]{0,80}(?:ндс|vat)/iu.test(normalized);
-    return hasEvidenceContinuationCue || hasAnalystContinuationCue || hasTaxContinuationCue;
+    const hasFinalSummaryCue = /(?:\u0447\u0442\u043e\s+\u043c\u044b\s+\u0437\u043d\u0430\u0435\u043c|\u0447\u0442\u043e\s+\u043f\u043e\u043d\u044f\u0442\u043d\u043e|\u0447\u0442\u043e\s+\u043f\u0440\u043e\u0432\u0435\u0440\w*\s+\u0434\u0430\u043b\u044c\u0448\u0435|\u0441\u043b\u0435\u0434\u0443\u044e\u0449\w*\s+\u0448\u0430\u0433|\u0438\u0442\u043e\u0433\w*\s+\u0432\u044b\u0432\u043e\u0434|\u043a\u0430\u043a\u043e\u0439\s+\u0432\u044b\u0432\u043e\u0434|\u0447\u0442\u043e\s+\u0441\s+\u044d\u0442\u0438\u043c\s+\u0434\u0435\u043b\u0430\u0442\u044c|what\s+do\s+we\s+know|what\s+is\s+missing|next\s+step|final\s+summary)/iu.test(normalized);
+    return hasEvidenceContinuationCue || hasAnalystContinuationCue || hasTaxContinuationCue || hasFinalSummaryCue;
+}
+function hasExplicitTopicSwitchSignal(text) {
+    return /(?:^|\s)(?:\u0442\u0435\u043f\u0435\u0440\u044c|\u0430\s+\u0442\u0435\u043f\u0435\u0440\u044c|\u0434\u0430\u043b\u044c\u0448\u0435|\u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e|\u043f\u0435\u0440\u0435\u0439\u0434[\u0451\u0435]\u043c|\u0441\u043c\u0435\u043d\u0438\u043c\s+\u0442\u0435\u043c\u0443|\u0432\u0435\u0440\u043d[\u0451\u0435]\u043c\u0441\u044f\s+\u043a|now|next|switch\s+to)(?:\s|$)/iu.test(text);
 }
 function hasBusinessOverviewFollowupSeed(followupSeed) {
     return (followupSeed.pilotScope === "business_overview_route_template_v1" ||
@@ -997,6 +1011,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     const relativeCurrentDateHintDetected = hasRelativeCurrentDateHint(rawText);
     const rawDateScope = collectDateScopeFromRawText(dateScopeSignalText);
     const rawMetadataScopeHint = rawMetadataSignal ? metadataScopeHintFromRawText(rawText) : null;
+    const rawTopicSwitchSignal = hasExplicitTopicSwitchSignal(rawText);
     const rawEntityCandidate = rawEntityResolutionSignal ? rawEntityResolutionCandidate(rawEntitySourceText) : null;
     const entityResolutionClarificationCandidate = followupSeed.pilotScope === "entity_resolution_search_v1" &&
         followupSeed.entityResolutionStatus === "ambiguous"
@@ -1044,9 +1059,22 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         (isInvalidEntityCandidate(followupSeed.counterparty) ||
             sameScopedName(followupSeed.counterparty, followupSeed.organization) ||
             sameScopedName(followupSeed.counterparty, currentTurnOrganizationScope)));
+    const businessOverviewSuppressesFollowupCounterparty = Boolean(businessOverviewSignal &&
+        (rawBusinessOverviewSignal ||
+            businessOverviewContinuationSignal ||
+            broadBusinessEvaluationUnsupported ||
+            rawDomain === "business_summary" ||
+            rawDomain === "business_overview" ||
+            rawAction === "broad_evaluation"));
     const effectiveFollowupCounterparty = followupCounterpartyIsMetadataOrganizationScope
         ? null
-        : followupSeed.counterparty;
+        : businessOverviewSuppressesFollowupCounterparty
+            ? null
+            : followupSeed.counterparty;
+    const rawMetadataScopeOverridesFollowupEntity = Boolean(rawMetadataSignal &&
+        rawMetadataScopeHint &&
+        (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
+        !sameScopedName(rawMetadataScopeHint, effectiveFollowupCounterparty ?? followupSeed.discoveryEntity));
     const explicitOrganizationScopeSignal = Boolean(rawOrganizationMentionSignal && currentTurnOrganizationScope);
     const organizationClarificationFollowupApplicable = Boolean(followupSeed.domain === "counterparty_value" &&
         !effectiveFollowupCounterparty &&
@@ -1095,6 +1123,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         hasMetadataObjectHint(rawText));
     const metadataLaneCarryoverAvailable = Boolean(effectiveFollowupCounterparty ||
         followupSeed.discoveryEntity ||
+        rawMetadataScopeHint ||
         followupSeed.metadataScopeHint ||
         followupSeed.metadataSelectedEntitySet ||
         followupSeed.metadataSelectedSurfaceObjects.length > 0);
@@ -1376,9 +1405,11 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         ? null
         : rawEntitySearchOverridesStaleScope
             ? null
-            : explicitCurrentCounterpartyOverridesFollowupEntity
+            : rawMetadataScopeOverridesFollowupEntity
                 ? null
-                : effectiveFollowupCounterparty ?? followupSeed.discoveryEntity;
+                : explicitCurrentCounterpartyOverridesFollowupEntity
+                    ? null
+                    : effectiveFollowupCounterparty ?? followupSeed.discoveryEntity;
     const entityCandidates = entityResolutionSignal ? [] : [];
     if (entityResolutionSignal) {
         pushNormalizedEntityResolutionCandidate(entityCandidates, entityResolutionClarificationCandidate);
@@ -1404,8 +1435,10 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         }
         pushScopedEntityCandidate(entityCandidates, normalizedPredecomposeCounterparty, groundedFollowupEntity);
         if (!groundedFollowupEntity) {
-            pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
-            if (!metadataScopedLaneWithoutSubject) {
+            if (!rawMetadataScopeOverridesFollowupEntity) {
+                pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
+            }
+            if (!metadataScopedLaneWithoutSubject && !rawMetadataScopeOverridesFollowupEntity) {
                 pushScopedEntityCandidate(entityCandidates, followupSeed.discoveryEntity, null);
             }
         }
@@ -1414,7 +1447,9 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if ((rawMetadataSignal || metadataFollowupSeedApplicable) &&
         !groundedFollowupEntity &&
         !metadataScopedLaneWithoutSubject) {
-        pushUnique(entityCandidates, followupSeed.discoveryEntity);
+        if (!rawMetadataScopeOverridesFollowupEntity) {
+            pushUnique(entityCandidates, followupSeed.discoveryEntity);
+        }
         pushUnique(entityCandidates, rawMetadataScopeHint);
     }
     const openScopeValueFlowWithoutCounterparty = valueFlowSignal && !normalizedPredecomposeCounterparty && !effectiveFollowupCounterparty;
@@ -1479,6 +1514,12 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             openScopeValueFlowWithoutResolvedCounterparty ||
             (valueFlowOrganizationStaysScope && (Boolean(followupSeed.rankingNeed) || bidirectionalValueFlowSignal))));
     const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
+    const topicSwitchSuppressesFollowupScope = Boolean(rawTopicSwitchSignal &&
+        (rawMetadataSignal ||
+            businessOverviewSignal ||
+            rawEntitySearchOverridesStaleScope ||
+            explicitOrganizationScopeSignal ||
+            rawAllTimeScopeSignal));
     const normalizedPredecomposeDateScope = (rawEntitySearchOverridesStaleScope && !currentTurnCarriesExplicitPeriod) ||
         suppressNegatedTaxOnlyDateScope ||
         businessOverviewRawWithoutDateScope ||
@@ -1492,6 +1533,7 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
         : assistantTurnMeaningDateScope;
     const normalizedFollowupDateScope = rawEntitySearchOverridesStaleScope ||
         suppressNegatedTaxOnlyDateScope ||
+        topicSwitchSuppressesFollowupScope ||
         (suppressImplicitCurrentDateScope && isImplicitCurrentDateScope(followupSeed.dateScope))
         ? null
         : followupSeed.dateScope;
@@ -1698,6 +1740,12 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (rawMetadataScopeHint) {
         pushReason(reasonCodes, "mcp_discovery_metadata_scope_hint_from_raw_text");
     }
+    if (rawMetadataScopeOverridesFollowupEntity) {
+        pushReason(reasonCodes, "mcp_discovery_raw_metadata_scope_overrides_stale_entity");
+    }
+    if (topicSwitchSuppressesFollowupScope) {
+        pushReason(reasonCodes, "mcp_discovery_topic_switch_suppressed_followup_scope");
+    }
     if (rawEntityCandidate) {
         pushReason(reasonCodes, "mcp_discovery_entity_scope_from_raw_entity_search");
     }
@@ -1809,11 +1857,16 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
     if (businessOverviewContinuationSignal) {
         pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_from_followup_context");
     }
+    if (businessOverviewSuppressesFollowupCounterparty) {
+        pushReason(reasonCodes, "mcp_discovery_business_overview_suppressed_stale_counterparty");
+    }
     if (!(valueFlowOrganizationStaysScope && normalizedPredecomposeCounterparty === explicitOrganizationScope) &&
         normalizedPredecomposeCounterparty) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
     }
-    if (effectiveFollowupCounterparty && !rawEntitySearchOverridesStaleScope) {
+    if (effectiveFollowupCounterparty &&
+        !rawEntitySearchOverridesStaleScope &&
+        !rawMetadataScopeOverridesFollowupEntity) {
         pushReason(reasonCodes, "mcp_discovery_counterparty_from_followup_context");
     }
     if (followupDateScopeApplied) {
diff --git a/llm_normalizer/backend/src/services/addressIntentResolver.ts b/llm_normalizer/backend/src/services/addressIntentResolver.ts
index cc0d353..029a111 100644
--- a/llm_normalizer/backend/src/services/addressIntentResolver.ts
+++ b/llm_normalizer/backend/src/services/addressIntentResolver.ts
@@ -1920,6 +1920,26 @@ function hasOrganizationLevelDebtDueDateOverviewBridgeSignal(text: string): bool
   return hasDueDateDebtCue && hasCompanyScopeCue;
 }
 
+function hasOrganizationLevelDebtPositionOverviewBridgeSignal(text: string): boolean {
+  const normalized = String(text ?? "").trim().toLowerCase();
+  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 hasOrganizationLevelInventoryReserveLiquidationOverviewBridgeSignal(text: string): boolean {
   const normalized = String(text ?? "").trim().toLowerCase();
   if (!normalized) {
@@ -2247,6 +2267,10 @@ function resolveUnicodeAddressIntentBridge(text: string): AddressIntentResolutio
     return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_earnings_deferred_to_discovery");
   }
 
+  if (hasOrganizationLevelDebtPositionOverviewBridgeSignal(normalized)) {
+    return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_debt_position_deferred_to_discovery");
+  }
+
   if (hasOrganizationLevelDebtDueDateOverviewBridgeSignal(normalized)) {
     return unicodeBridgeResolution("unknown", "high", "unicode_business_overview_debt_due_date_deferred_to_discovery");
   }
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
index a96bc9d..c717251 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
@@ -783,6 +783,25 @@ function hasOrganizationLevelDebtDueDateOverviewSignal(text: string): boolean {
   return hasDueDateDebtCue && hasCompanyScopeCue;
 }
 
+function hasOrganizationLevelDebtPositionOverviewSignal(text: string): boolean {
+  if (!text) {
+    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(
+      text
+    );
+  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(
+      text
+    );
+  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(
+      text
+    );
+  return hasReceivablesCue && hasPayablesCue && hasOverviewCue;
+}
+
 function hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text: string): boolean {
   if (!text) {
     return false;
@@ -838,6 +857,7 @@ function hasOrganizationLevelSupplierQualityOverviewSignal(text: string): boolea
 function hasBusinessOverviewSignal(text: string): boolean {
   if (
     hasOrganizationLevelEarningsOverviewSignal(text) ||
+    hasOrganizationLevelDebtPositionOverviewSignal(text) ||
     hasOrganizationLevelDebtDueDateOverviewSignal(text) ||
     hasOrganizationLevelInventoryReserveLiquidationOverviewSignal(text) ||
     hasOrganizationLevelSupplierQualityOverviewSignal(text)
@@ -866,7 +886,17 @@ function hasBusinessOverviewContinuationSignal(text: string): boolean {
     /(?:ндс|vat)[\s\S]{0,120}(?:позици|период|основан|не\s+хватает|налогов\p{L}*\s+вывод)|(?:позици|налогов\p{L}*\s+вывод)[\s\S]{0,80}(?:ндс|vat)/iu.test(
       normalized
     );
-  return hasEvidenceContinuationCue || hasAnalystContinuationCue || hasTaxContinuationCue;
+  const hasFinalSummaryCue =
+    /(?:\u0447\u0442\u043e\s+\u043c\u044b\s+\u0437\u043d\u0430\u0435\u043c|\u0447\u0442\u043e\s+\u043f\u043e\u043d\u044f\u0442\u043d\u043e|\u0447\u0442\u043e\s+\u043f\u0440\u043e\u0432\u0435\u0440\w*\s+\u0434\u0430\u043b\u044c\u0448\u0435|\u0441\u043b\u0435\u0434\u0443\u044e\u0449\w*\s+\u0448\u0430\u0433|\u0438\u0442\u043e\u0433\w*\s+\u0432\u044b\u0432\u043e\u0434|\u043a\u0430\u043a\u043e\u0439\s+\u0432\u044b\u0432\u043e\u0434|\u0447\u0442\u043e\s+\u0441\s+\u044d\u0442\u0438\u043c\s+\u0434\u0435\u043b\u0430\u0442\u044c|what\s+do\s+we\s+know|what\s+is\s+missing|next\s+step|final\s+summary)/iu.test(
+      normalized
+    );
+  return hasEvidenceContinuationCue || hasAnalystContinuationCue || hasTaxContinuationCue || hasFinalSummaryCue;
+}
+
+function hasExplicitTopicSwitchSignal(text: string): boolean {
+  return /(?:^|\s)(?:\u0442\u0435\u043f\u0435\u0440\u044c|\u0430\s+\u0442\u0435\u043f\u0435\u0440\u044c|\u0434\u0430\u043b\u044c\u0448\u0435|\u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e|\u043f\u0435\u0440\u0435\u0439\u0434[\u0451\u0435]\u043c|\u0441\u043c\u0435\u043d\u0438\u043c\s+\u0442\u0435\u043c\u0443|\u0432\u0435\u0440\u043d[\u0451\u0435]\u043c\u0441\u044f\s+\u043a|now|next|switch\s+to)(?:\s|$)/iu.test(
+    text
+  );
 }
 
 function hasBusinessOverviewFollowupSeed(followupSeed: ReturnType<typeof collectFollowupDiscoverySeed>): boolean {
@@ -1387,6 +1417,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const relativeCurrentDateHintDetected = hasRelativeCurrentDateHint(rawText);
   const rawDateScope = collectDateScopeFromRawText(dateScopeSignalText);
   const rawMetadataScopeHint = rawMetadataSignal ? metadataScopeHintFromRawText(rawText) : null;
+  const rawTopicSwitchSignal = hasExplicitTopicSwitchSignal(rawText);
   const rawEntityCandidate = rawEntityResolutionSignal ? rawEntityResolutionCandidate(rawEntitySourceText) : null;
   const entityResolutionClarificationCandidate =
     followupSeed.pilotScope === "entity_resolution_search_v1" &&
@@ -1447,9 +1478,26 @@ export function buildAssistantMcpDiscoveryTurnInput(
         sameScopedName(followupSeed.counterparty, followupSeed.organization) ||
         sameScopedName(followupSeed.counterparty, currentTurnOrganizationScope))
   );
+  const businessOverviewSuppressesFollowupCounterparty = Boolean(
+    businessOverviewSignal &&
+      (rawBusinessOverviewSignal ||
+        businessOverviewContinuationSignal ||
+        broadBusinessEvaluationUnsupported ||
+        rawDomain === "business_summary" ||
+        rawDomain === "business_overview" ||
+        rawAction === "broad_evaluation")
+  );
   const effectiveFollowupCounterparty = followupCounterpartyIsMetadataOrganizationScope
+    ? null
+    : businessOverviewSuppressesFollowupCounterparty
     ? null
     : followupSeed.counterparty;
+  const rawMetadataScopeOverridesFollowupEntity = Boolean(
+    rawMetadataSignal &&
+      rawMetadataScopeHint &&
+      (effectiveFollowupCounterparty || followupSeed.discoveryEntity) &&
+      !sameScopedName(rawMetadataScopeHint, effectiveFollowupCounterparty ?? followupSeed.discoveryEntity)
+  );
   const explicitOrganizationScopeSignal = Boolean(rawOrganizationMentionSignal && currentTurnOrganizationScope);
   const organizationClarificationFollowupApplicable = Boolean(
     followupSeed.domain === "counterparty_value" &&
@@ -1514,6 +1562,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const metadataLaneCarryoverAvailable = Boolean(
     effectiveFollowupCounterparty ||
       followupSeed.discoveryEntity ||
+      rawMetadataScopeHint ||
       followupSeed.metadataScopeHint ||
       followupSeed.metadataSelectedEntitySet ||
       followupSeed.metadataSelectedSurfaceObjects.length > 0
@@ -1852,6 +1901,8 @@ export function buildAssistantMcpDiscoveryTurnInput(
     ? null
     : rawEntitySearchOverridesStaleScope
       ? null
+    : rawMetadataScopeOverridesFollowupEntity
+      ? null
     : explicitCurrentCounterpartyOverridesFollowupEntity
       ? null
       : effectiveFollowupCounterparty ?? followupSeed.discoveryEntity;
@@ -1879,8 +1930,10 @@ export function buildAssistantMcpDiscoveryTurnInput(
     }
     pushScopedEntityCandidate(entityCandidates, normalizedPredecomposeCounterparty, groundedFollowupEntity);
     if (!groundedFollowupEntity) {
-      pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
-      if (!metadataScopedLaneWithoutSubject) {
+      if (!rawMetadataScopeOverridesFollowupEntity) {
+        pushScopedEntityCandidate(entityCandidates, effectiveFollowupCounterparty, null);
+      }
+      if (!metadataScopedLaneWithoutSubject && !rawMetadataScopeOverridesFollowupEntity) {
         pushScopedEntityCandidate(entityCandidates, followupSeed.discoveryEntity, null);
       }
     }
@@ -1891,7 +1944,9 @@ export function buildAssistantMcpDiscoveryTurnInput(
     !groundedFollowupEntity &&
     !metadataScopedLaneWithoutSubject
   ) {
-    pushUnique(entityCandidates, followupSeed.discoveryEntity);
+    if (!rawMetadataScopeOverridesFollowupEntity) {
+      pushUnique(entityCandidates, followupSeed.discoveryEntity);
+    }
     pushUnique(entityCandidates, rawMetadataScopeHint);
   }
   const openScopeValueFlowWithoutCounterparty =
@@ -1977,6 +2032,14 @@ export function buildAssistantMcpDiscoveryTurnInput(
         (valueFlowOrganizationStaysScope && (Boolean(followupSeed.rankingNeed) || bidirectionalValueFlowSignal)))
   );
   const suppressNegatedTaxOnlyDateScope = Boolean(businessOverviewSignal && negatedTaxDateScopeOnlySignal);
+  const topicSwitchSuppressesFollowupScope = Boolean(
+    rawTopicSwitchSignal &&
+      (rawMetadataSignal ||
+        businessOverviewSignal ||
+        rawEntitySearchOverridesStaleScope ||
+        explicitOrganizationScopeSignal ||
+        rawAllTimeScopeSignal)
+  );
   const normalizedPredecomposeDateScope =
     (rawEntitySearchOverridesStaleScope && !currentTurnCarriesExplicitPeriod) ||
     suppressNegatedTaxOnlyDateScope ||
@@ -1993,6 +2056,7 @@ export function buildAssistantMcpDiscoveryTurnInput(
   const normalizedFollowupDateScope =
     rawEntitySearchOverridesStaleScope ||
     suppressNegatedTaxOnlyDateScope ||
+    topicSwitchSuppressesFollowupScope ||
     (suppressImplicitCurrentDateScope && isImplicitCurrentDateScope(followupSeed.dateScope))
       ? null
       : followupSeed.dateScope;
@@ -2219,6 +2283,12 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (rawMetadataScopeHint) {
     pushReason(reasonCodes, "mcp_discovery_metadata_scope_hint_from_raw_text");
   }
+  if (rawMetadataScopeOverridesFollowupEntity) {
+    pushReason(reasonCodes, "mcp_discovery_raw_metadata_scope_overrides_stale_entity");
+  }
+  if (topicSwitchSuppressesFollowupScope) {
+    pushReason(reasonCodes, "mcp_discovery_topic_switch_suppressed_followup_scope");
+  }
   if (rawEntityCandidate) {
     pushReason(reasonCodes, "mcp_discovery_entity_scope_from_raw_entity_search");
   }
@@ -2330,13 +2400,20 @@ export function buildAssistantMcpDiscoveryTurnInput(
   if (businessOverviewContinuationSignal) {
     pushReason(reasonCodes, "mcp_discovery_business_overview_continuation_from_followup_context");
   }
+  if (businessOverviewSuppressesFollowupCounterparty) {
+    pushReason(reasonCodes, "mcp_discovery_business_overview_suppressed_stale_counterparty");
+  }
   if (
     !(valueFlowOrganizationStaysScope && normalizedPredecomposeCounterparty === explicitOrganizationScope) &&
     normalizedPredecomposeCounterparty
   ) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_predecompose");
   }
-  if (effectiveFollowupCounterparty && !rawEntitySearchOverridesStaleScope) {
+  if (
+    effectiveFollowupCounterparty &&
+    !rawEntitySearchOverridesStaleScope &&
+    !rawMetadataScopeOverridesFollowupEntity
+  ) {
     pushReason(reasonCodes, "mcp_discovery_counterparty_from_followup_context");
   }
   if (followupDateScopeApplied) {
diff --git a/llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts b/llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts
index ba658f8..6f18d21 100644
--- a/llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts
+++ b/llm_normalizer/backend/tests/addressIntentResolverRegression.test.ts
@@ -36,6 +36,15 @@ describe("addressIntentResolver regression bridges", () => {
     expect(result.reasons).toContain("unicode_business_overview_earnings_deferred_to_discovery");
   });
 
+  it("defers paired receivables and payables wording to business overview instead of one debt side", () => {
+    const result = resolveAddressIntent(
+      "\u043f\u043e\u043a\u0430\u0436\u0438 \u0441\u0440\u0435\u0437 \u0434\u0435\u0431\u0438\u0442\u043e\u0440\u043a\u0438 \u0438 \u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\u043a\u0438 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438"
+    );
+
+    expect(result.intent).toBe("unknown");
+    expect(result.reasons).toContain("unicode_business_overview_debt_position_deferred_to_discovery");
+  });
+
   it("detects specific counterparty turnover wording as revenue profile", () => {
     const result = resolveAddressIntent(
       "\u043a\u0430\u043a\u043e\u0439 \u043e\u0431\u043e\u0440\u043e\u0442 \u0431\u044b\u043b \u0441\u0432\u043a"
diff --git a/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts b/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
index 2dba6fc..4b85b79 100644
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryTurnInputAdapter.test.ts
@@ -2648,6 +2648,115 @@ describe("assistant MCP discovery turn input adapter", () => {
     expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_followup_context");
   });
 
+  it("routes paired receivables and payables wording to business overview instead of one debt side", () => {
+    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:
+        "\u041f\u043e\u043a\u0430\u0436\u0438 \u0441\u0440\u0435\u0437 \u0434\u0435\u0431\u0438\u0442\u043e\u0440\u043a\u0438 \u0438 \u043a\u0440\u0435\u0434\u0438\u0442\u043e\u0440\u043a\u0438 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438",
+      assistantTurnMeaning: {
+        asked_domain_family: "counterparty",
+        asked_action_family: "debt_snapshot",
+        explicit_intent_candidate: "payables_confirmed_as_of_date"
+      },
+      predecomposeContract: {
+        entities: { organization: orgName },
+        period: { as_of_date: "2026-05-05" }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("business overview evidence with bounded analyst interpretation");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      explicit_organization_scope: orgName,
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+  });
+
+  it("lets raw metadata scope override stale document evidence subject on topic switch", () => {
+    const orgName =
+      "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";
+    const staleCounterparty = "\u0413\u0440\u0443\u043f\u043f\u0430 \u0421\u0412\u041a";
+    const result = buildAssistantMcpDiscoveryTurnInput({
+      userMessage:
+        "\u0422\u0435\u043f\u0435\u0440\u044c \u043a\u0430\u043a\u0438\u0435 \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u044b \u0438 \u043f\u043e\u043b\u044f \u0435\u0441\u0442\u044c \u043f\u043e \u041d\u0414\u0421?",
+      assistantTurnMeaning: {
+        asked_domain_family: "documents",
+        asked_action_family: "list_documents",
+        explicit_intent_candidate: "list_documents_by_counterparty"
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "counterparty_document_evidence_query_documents_v1",
+        previous_discovery_entity_candidates: [staleCounterparty],
+        previous_filters: {
+          counterparty: staleCounterparty,
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("1C metadata evidence");
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "metadata",
+      metadata_scope_hint: "\u041d\u0414\u0421",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toEqual(["\u041d\u0414\u0421"]);
+    expect(result.turn_meaning_ref?.explicit_date_scope).toBeUndefined();
+    expect(result.data_need_graph?.subject_candidates).toEqual(["\u041d\u0414\u0421"]);
+    expect(result.reason_codes).toContain("mcp_discovery_raw_metadata_scope_overrides_stale_entity");
+    expect(result.reason_codes).toContain("mcp_discovery_topic_switch_suppressed_followup_scope");
+    expect(result.reason_codes).not.toContain("mcp_discovery_counterparty_from_followup_context");
+  });
+
+  it("keeps final next-step summary wording in business overview after stale document meaning", () => {
+    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:
+        "\u0427\u0442\u043e \u043c\u044b \u0437\u043d\u0430\u0435\u043c \u043f\u043e \u0438\u0442\u043e\u0433\u0443 \u0438 \u0447\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435?",
+      assistantTurnMeaning: {
+        asked_domain_family: "documents",
+        asked_action_family: "list_documents",
+        explicit_intent_candidate: "list_documents_by_counterparty",
+        explicit_entity_candidates: ["\u0438\u0442\u043e\u0433\u0443"]
+      },
+      followupContext: {
+        previous_discovery_pilot_scope: "business_overview_route_template_v1",
+        previous_filters: {
+          organization: orgName,
+          period_from: "2020-01-01",
+          period_to: "2020-12-31"
+        }
+      }
+    });
+
+    expect(result.adapter_status).toBe("ready");
+    expect(result.should_run_discovery).toBe(true);
+    expect(result.semantic_data_need).toBe("business overview evidence with bounded analyst interpretation");
+    expect(result.data_need_graph?.business_fact_family).toBe("business_overview");
+    expect(result.data_need_graph?.subject_candidates).toEqual([]);
+    expect(result.turn_meaning_ref).toMatchObject({
+      asked_domain_family: "business_overview",
+      asked_action_family: "broad_evaluation",
+      explicit_organization_scope: orgName,
+      explicit_date_scope: "2020",
+      unsupported_but_understood_family: "broad_business_evaluation",
+      stale_replay_forbidden: true
+    });
+    expect(result.turn_meaning_ref?.explicit_entity_candidates).toBeUndefined();
+    expect(result.reason_codes).toContain("mcp_discovery_business_overview_continuation_from_followup_context");
+  });
+
   it("continues business overview on by-these-data profit wording without grounding pseudo anchors", () => {
     const orgName =
       "\u041e\u041e\u041e \u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0430 \u041f\u043b\u044e\u0441";