diff --git a/CHANGELOG.md b/CHANGELOG.md
index c1bc150c..4e74952f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+- **Feature: Graph Workspace declutter + calmer structural exploration** (PR #483 by @ZohaibHassan16, follow-up by @KaifAhmad1):
+  - Added a calmer default presentation for dense graphs: reduced label pressure, stronger inactive-state muting, and tuned zoom-tier visibility to improve readability during overview and structure navigation.
+  - Added display-edge aggregation with raw-edge bundle metadata retention, enabling cleaner visuals while preserving drill-down context for selected edges.
+  - Added grouped community view and neighborhood collapse/expand controls for high-degree local structures in Graph Workspace and Neighborhood panel flows.
+  - Extended graph selection/runtime state with display-state metadata (`groupedViewAvailable`, visible/collapsed neighbor counts, aggregated edge descriptors) for plugin and panel introspection.
+  - Added regression coverage for `resolveDisplayGraph` behavior in `explorer/tests/graphSceneState.display.test.ts`:
+    - parallel-edge aggregation in full view
+    - collapse behavior preserving active-path neighbors
+    - grouped community-node/community-edge projection behavior
+  - Follow-up merge resolution synced the PR branch with `main` after Explorer path migration (`semantica-explorer` -> `explorer`) and preserved PR #483 behavior in conflicted Graph Workspace files.
+
 - **Fix: DeepSeekProvider now uses OpenAI SDK instead of unmaintained deepseek SDK** (closes #482, PR #482 by @liling, review fixes by @KaifAhmad1):
   - **Root cause**: The `deepseek` PyPI package has no `deepseek.Client`, causing `AttributeError` on every `DeepSeekProvider` instantiation. The DeepSeek API is OpenAI-compatible, so the `openai` SDK is the correct client.
   - **`_init_client` rewritten**: Replaced `import deepseek; deepseek.Client(api_key=...)` with `from openai import OpenAI; OpenAI(api_key=..., base_url=self.base_url)`, matching the pattern already used by `NovitaProvider`.
diff --git a/explorer/package-lock.json b/explorer/package-lock.json
index 52a29c1f..1f057188 100644
--- a/explorer/package-lock.json
+++ b/explorer/package-lock.json
@@ -40,6 +40,7 @@
         "eslint-plugin-react-hooks": "^7.0.1",
         "eslint-plugin-react-refresh": "^0.5.2",
         "globals": "^17.4.0",
+        "tsx": "^4.21.0",
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         "typescript-eslint": "^8.57.0",
         "vite": "^5.4.0"
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@@ -482,13 +483,13 @@
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+      "license": "MIT",
+      "optional": true,
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+      "resolved": "https://registry.npmjs.org/@esbuild/openbsd-x64/-/openbsd-x64-0.21.5.tgz",
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+      "resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.21.5.tgz",
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+      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.21.5.tgz",
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+      "dev": true,
+      "hasInstallScript": true,
+      "license": "MIT",
+      "bin": {
+        "esbuild": "bin/esbuild"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "optionalDependencies": {
+        "@esbuild/aix-ppc64": "0.21.5",
+        "@esbuild/android-arm": "0.21.5",
+        "@esbuild/android-arm64": "0.21.5",
+        "@esbuild/android-x64": "0.21.5",
+        "@esbuild/darwin-arm64": "0.21.5",
+        "@esbuild/darwin-x64": "0.21.5",
+        "@esbuild/freebsd-arm64": "0.21.5",
+        "@esbuild/freebsd-x64": "0.21.5",
+        "@esbuild/linux-arm": "0.21.5",
+        "@esbuild/linux-arm64": "0.21.5",
+        "@esbuild/linux-ia32": "0.21.5",
+        "@esbuild/linux-loong64": "0.21.5",
+        "@esbuild/linux-mips64el": "0.21.5",
+        "@esbuild/linux-ppc64": "0.21.5",
+        "@esbuild/linux-riscv64": "0.21.5",
+        "@esbuild/linux-s390x": "0.21.5",
+        "@esbuild/linux-x64": "0.21.5",
+        "@esbuild/netbsd-x64": "0.21.5",
+        "@esbuild/openbsd-x64": "0.21.5",
+        "@esbuild/sunos-x64": "0.21.5",
+        "@esbuild/win32-arm64": "0.21.5",
+        "@esbuild/win32-ia32": "0.21.5",
+        "@esbuild/win32-x64": "0.21.5"
+      }
+    },
     "node_modules/which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
diff --git a/explorer/package.json b/explorer/package.json
index 7c31fdaf..23df2b07 100644
--- a/explorer/package.json
+++ b/explorer/package.json
@@ -8,7 +8,8 @@
     "build": "tsc -b && vite build",
     "lint": "eslint .",
     "preview": "vite preview",
-    "test:graph-store": "node --test tests/graphStore.multi-edge.test.mjs"
+    "test:graph-store": "node --test tests/graphStore.multi-edge.test.mjs",
+    "test:graph-workspace": "node --import tsx --test tests/graphSceneState.display.test.ts"
   },
   "dependencies": {
     "@monaco-editor/react": "^4.7.0",
@@ -43,6 +44,7 @@
     "eslint-plugin-react-hooks": "^7.0.1",
     "eslint-plugin-react-refresh": "^0.5.2",
     "globals": "^17.4.0",
+    "tsx": "^4.21.0",
     "typescript": "~5.9.3",
     "typescript-eslint": "^8.57.0",
     "vite": "^5.4.0"
diff --git a/explorer/src/store/graphStore.ts b/explorer/src/store/graphStore.ts
index 7371978e..f2663746 100644
--- a/explorer/src/store/graphStore.ts
+++ b/explorer/src/store/graphStore.ts
@@ -42,6 +42,10 @@ export interface NodeAttributes {
   haloColor?: string;
   labelVisibilityPolicy?: GraphLabelVisibilityPolicy;
   highlighted?: boolean;
+  communityId?: string;
+  isCommunityGroup?: boolean;
+  memberCount?: number;
+  anchorNodeId?: string | null;
 
   nodeType: string;
   content: string;
@@ -74,6 +78,12 @@ export interface EdgeAttributes {
   parallelIndex?: number;
   parallelCount?: number;
   familySize?: number;
+  rawEdgeIds?: string[];
+  isAggregated?: boolean;
+  aggregateCount?: number;
+  dominantEdgeType?: string;
+  representativeWeight?: number;
+  bundleKind?: "parallel" | "bidirectional" | "community";
   
  
   edgeType: string;
diff --git a/explorer/src/workspaces/GraphWorkspace/GraphCanvas.tsx b/explorer/src/workspaces/GraphWorkspace/GraphCanvas.tsx
index 331f0f47..216b4142 100644
--- a/explorer/src/workspaces/GraphWorkspace/GraphCanvas.tsx
+++ b/explorer/src/workspaces/GraphWorkspace/GraphCanvas.tsx
@@ -84,6 +84,8 @@ export interface GraphCanvasProps {
   layoutSource?: string;
   onLayoutStatusChange?: (status: GraphLayoutStatus) => void;
   viewMode: GraphViewMode;
+  aggregationEnabled?: boolean;
+  collapsedNeighborhoodNodeIds?: string[];
   className?: string;
   showFitViewButton?: boolean;
   pluginOverlays?: ReactNode[];
@@ -111,17 +113,15 @@ const FA2_SETTINGS = {
 
 const SIGMA_SETTINGS = {
   allowInvalidContainer: true,
-  labelRenderedSizeThreshold: 2,
+  labelRenderedSizeThreshold: 6,
   defaultNodeType: "circle",
   defaultEdgeType: "line",
   hideLabelsOnMove: false,
   hideEdgesOnMove: false,
   enableEdgeEvents: true,
-  renderEdgeLabels: true,
-  edgeLabelSize: 10,
-  edgeLabelColor: { color: "rgba(180, 210, 255, 0.72)" },
-  labelDensity: 1.1,
-  labelGridCellSize: 80,
+  renderEdgeLabels: false,
+  labelDensity: 0.7,
+  labelGridCellSize: 140,
   zIndex: true,
   minCameraRatio: 0.04,
   maxCameraRatio: 8,
@@ -581,6 +581,8 @@ export const GraphCanvas = forwardRef<GraphCanvasHandle, GraphCanvasProps>(
       temporalState,
       isLayoutRunning,
       viewMode,
+      aggregationEnabled = true,
+      collapsedNeighborhoodNodeIds = [],
       className,
       showFitViewButton = true,
       pluginOverlays = [],
@@ -616,8 +618,11 @@ export const GraphCanvas = forwardRef<GraphCanvasHandle, GraphCanvasProps>(
 
     const isFocusedView = viewMode === "focused" && Boolean(selectedNodeId) && graph.hasNode(selectedNodeId);
     const displayGraph = useMemo(
-      () => resolveDisplayGraph(selectedNodeId, activePath, activePathEdgeIds, viewMode),
-      [activePath, activePathEdgeIds, selectedNodeId, viewMode],
+      () => resolveDisplayGraph(selectedNodeId, activePath, activePathEdgeIds, viewMode, {
+        aggregationEnabled,
+        collapsedNeighborhoodNodeIds,
+      }).graph,
+      [activePath, activePathEdgeIds, aggregationEnabled, collapsedNeighborhoodNodeIds, selectedNodeId, viewMode],
     );
 
     const interactionState = useMemo(
diff --git a/explorer/src/workspaces/GraphWorkspace/GraphRuntimeStage.tsx b/explorer/src/workspaces/GraphWorkspace/GraphRuntimeStage.tsx
index f1dac367..bbb60115 100644
--- a/explorer/src/workspaces/GraphWorkspace/GraphRuntimeStage.tsx
+++ b/explorer/src/workspaces/GraphWorkspace/GraphRuntimeStage.tsx
@@ -67,6 +67,10 @@ function buildSelectedNodeState(nodeId: string): GraphSelectedNodeState | null {
     valid_until: attributes.valid_until ?? null,
     properties: attributes.properties ?? {},
     neighborCount: graph.neighbors(nodeId).length,
+    visibleNeighborCount: graph.neighbors(nodeId).length,
+    collapsedNeighborCount: 0,
+    isNeighborhoodCollapsed: false,
+    canCollapseNeighborhood: graph.neighbors(nodeId).length > 8,
   };
 }
 
diff --git a/explorer/src/workspaces/GraphWorkspace/GraphWorkspace.tsx b/explorer/src/workspaces/GraphWorkspace/GraphWorkspace.tsx
index 0c04357d..48eeef03 100644
--- a/explorer/src/workspaces/GraphWorkspace/GraphWorkspace.tsx
+++ b/explorer/src/workspaces/GraphWorkspace/GraphWorkspace.tsx
@@ -1,5 +1,6 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 
+import type Graph from "graphology";
 import { batchMergeEdges, batchMergeNodes, graph } from "../../store/graphStore";
 import { logEvent } from "../../store/registryStore";
 import type { EdgeAttributes, NodeAttributes } from "../../store/graphStore";
@@ -11,6 +12,7 @@ import { useLoadGraph, useReloadGraph } from "./useLoadGraph";
 import { GraphLoadingOverlay } from "./GraphLoadingOverlay";
 import { createGraphLoadProgress, getGraphLoadTitle } from "./graphLoading";
 import { GRAPH_THEME, withAlpha } from "./graphTheme";
+import { resolveDisplayGraph } from "./graphSceneState";
 import {
   type GraphPlugin,
   type GraphPluginActionRequest,
@@ -23,6 +25,7 @@ import type { LinkPrediction, PathResponse } from "./GraphInspectorPanel";
 import type { GraphSceneHandle, GraphSceneRuntime } from "./scene";
 import type {
   GraphAnalyticsSnapshot,
+  GraphDisplayStateSnapshot,
   GraphDiagnosticsSnapshot,
   GraphEffectToggle,
   GraphEffectsState,
@@ -89,7 +92,7 @@ const DEFAULT_EFFECTS_STATE: GraphEffectsState = {
   pathFlowEnabled: false,
   lensEnabled: false,
   temporalEmphasisEnabled: false,
-  semanticRegionsEnabled: true,
+  semanticRegionsEnabled: false,
   contoursEnabled: false,
   pathfindingEnabled: false,
   communitiesEnabled: false,
@@ -494,7 +497,10 @@ function buildRealtimeEdgeAttributes(payload: {
   };
 }
 
-function buildSelectedNodeState(nodeId: string): GraphSelectedNodeState | null {
+function buildSelectedNodeState(
+  nodeId: string,
+  displayState: GraphDisplayStateSnapshot,
+): GraphSelectedNodeState | null {
   if (!nodeId || !graph.hasNode(nodeId)) {
     return null;
   }
@@ -519,31 +525,58 @@ function buildSelectedNodeState(nodeId: string): GraphSelectedNodeState | null {
     valid_until: attributes.valid_until ?? null,
     properties: attributes.properties ?? {},
     neighborCount: graph.neighbors(nodeId).length,
+    visibleNeighborCount: displayState.selectedVisibleNeighborIds.length,
+    collapsedNeighborCount: displayState.selectedCollapsedNeighborIds.length,
+    isNeighborhoodCollapsed: displayState.selectedCollapsedNeighborIds.length > 0,
+    canCollapseNeighborhood: graph.neighbors(nodeId).length > 8,
   };
 }
 
-function buildSelectedEdgeState(edgeId: string): GraphSelectedEdgeState | null {
-  if (!edgeId || !graph.hasEdge(edgeId)) {
+function buildSelectedEdgeState(
+  edgeId: string,
+  displayGraph: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+): GraphSelectedEdgeState | null {
+  if (!edgeId || !displayGraph.hasEdge(edgeId)) {
     return null;
   }
 
-  const [sourceId, targetId] = graph.extremities(edgeId);
-  const attributes = graph.getEdgeAttributes(edgeId) as {
+  const [displaySourceId, displayTargetId] = displayGraph.extremities(edgeId);
+  const attributes = displayGraph.getEdgeAttributes(edgeId) as {
     edgeType?: string;
     weight?: number;
     properties?: Record<string, unknown>;
     familyId?: string;
+    rawEdgeIds?: string[];
+    isAggregated?: boolean;
+    aggregateCount?: number;
+    bundleKind?: "parallel" | "bidirectional" | "community";
+    dominantEdgeType?: string;
+    representativeWeight?: number;
   };
-  const sourceAttributes = graph.getNodeAttributes(sourceId) as { label?: string; content?: string };
-  const targetAttributes = graph.getNodeAttributes(targetId) as { label?: string; content?: string };
+  const rawEdgeIds = attributes.rawEdgeIds?.length ? attributes.rawEdgeIds.map((rawEdgeId) => String(rawEdgeId)) : [edgeId];
+  const primaryRawEdgeId = rawEdgeIds.find((rawEdgeId) => graph.hasEdge(rawEdgeId)) ?? rawEdgeIds[0];
+  let sourceId = displaySourceId;
+  let targetId = displayTargetId;
+  if (primaryRawEdgeId && graph.hasEdge(primaryRawEdgeId)) {
+    [sourceId, targetId] = graph.extremities(primaryRawEdgeId);
+  }
+  const sourceAttributes = graph.hasNode(sourceId)
+    ? (graph.getNodeAttributes(sourceId) as { label?: string; content?: string })
+    : ({ label: displaySourceId } as { label?: string; content?: string });
+  const targetAttributes = graph.hasNode(targetId)
+    ? (graph.getNodeAttributes(targetId) as { label?: string; content?: string })
+    : ({ label: displayTargetId } as { label?: string; content?: string });
   const properties = attributes.properties ?? {};
   const familyId = String(attributes.familyId || edgeId);
   let familySize = 0;
   let siblingCount = 0;
-  graph.forEachEdge((candidateEdgeId, candidateAttrs) => {
-    const edgeAttrs = candidateAttrs as { familyId?: string };
-    const [candidateSource, candidateTarget] = graph.extremities(candidateEdgeId);
-    if (String(edgeAttrs.familyId || candidateEdgeId) === familyId) {
+  rawEdgeIds.forEach((rawEdgeId) => {
+    if (!graph.hasEdge(rawEdgeId)) {
+      return;
+    }
+    const candidateAttrs = graph.getEdgeAttributes(rawEdgeId) as { familyId?: string };
+    const [candidateSource, candidateTarget] = graph.extremities(rawEdgeId);
+    if (String(candidateAttrs.familyId || rawEdgeId) === familyId) {
       familySize += 1;
     }
     if (candidateSource === sourceId && candidateTarget === targetId) {
@@ -551,6 +584,11 @@ function buildSelectedEdgeState(edgeId: string): GraphSelectedEdgeState | null {
     }
   });
 
+  if (attributes.isAggregated) {
+    siblingCount = rawEdgeIds.filter((rawEdgeId) => graph.hasEdge(rawEdgeId)).length;
+    familySize = Math.max(familySize, siblingCount);
+  }
+
   return {
     id: edgeId,
     familyId,
@@ -564,6 +602,12 @@ function buildSelectedEdgeState(edgeId: string): GraphSelectedEdgeState | null {
     provenanceCount: getProvenanceCount(properties),
     familySize,
     siblingCount,
+    isAggregated: Boolean(attributes.isAggregated),
+    aggregateCount: Number(attributes.aggregateCount ?? rawEdgeIds.length),
+    rawEdgeIds,
+    bundleKind: attributes.bundleKind ?? null,
+    dominantEdgeType: attributes.dominantEdgeType ?? null,
+    representativeWeight: Number(attributes.representativeWeight ?? attributes.weight ?? 1),
   };
 }
 
@@ -626,7 +670,9 @@ export function GraphWorkspace() {
   const [selectedNodeId, setSelectedNodeId] = useState("");
   const [selectedEdgeId, setSelectedEdgeId] = useState("");
   const [isLayoutRunning, setIsLayoutRunning] = useState(false);
-  const [viewMode, setViewMode] = useState<GraphViewMode>("focused");
+  const [viewMode, setViewMode] = useState<GraphViewMode>("full");
+  const [aggregationEnabled] = useState(true);
+  const [collapsedNeighborhoodNodeIds, setCollapsedNeighborhoodNodeIds] = useState<string[]>([]);
   const [searchQuery, setSearchQuery] = useState("");
   const [searchResults, setSearchResults] = useState<SearchResult[]>([]);
   const [searchError, setSearchError] = useState("");
@@ -663,7 +709,7 @@ export function GraphWorkspace() {
     focusedNodeId: "",
     activePath: [],
     activePathEdgeIds: [],
-    viewMode: "focused",
+    viewMode: "full",
     zoomTier: "overview",
     isLayoutRunning: false,
   });
@@ -778,6 +824,28 @@ export function GraphWorkspace() {
   }, [debouncedTime, isLoading]);
 
   const focusNode = useCallback((nodeId: string) => {
+    const currentDisplayGraph = pluginRuntimeRef.current?.displayGraph ?? graph;
+    if (viewMode === "grouped" && currentDisplayGraph.hasNode(nodeId)) {
+      const displayAttrs = currentDisplayGraph.getNodeAttributes(nodeId) as NodeAttributes;
+      const communityGroup = displayAttrs.properties?.__communityGroup as
+        | {
+            anchorNodeId?: string | null;
+            sampleNodeIds?: string[];
+          }
+        | undefined;
+      const anchorNodeId = communityGroup?.anchorNodeId || communityGroup?.sampleNodeIds?.[0] || "";
+      if (anchorNodeId && graph.hasNode(anchorNodeId)) {
+        setViewMode("focused");
+        setSelectedNodeId(anchorNodeId);
+        setSelectedEdgeId("");
+        setPathResult(null);
+        setSearchResults([]);
+        setSearchError("");
+        setIsLayoutRunning(false);
+        return;
+      }
+    }
+
     setSelectedNodeId(nodeId);
     setSelectedEdgeId("");
     setPathResult(null);
@@ -786,7 +854,7 @@ export function GraphWorkspace() {
     if (nodeId) {
       setIsLayoutRunning(false);
     }
-  }, []);
+  }, [viewMode]);
 
   const handleEdgeSelect = useCallback((edgeId: string) => {
     setSelectedEdgeId(edgeId);
@@ -930,32 +998,56 @@ export function GraphWorkspace() {
     };
   }, []);
 
-  const focusedSummary = useMemo(() => {
-    if (!selectedNodeId || !graph.hasNode(selectedNodeId)) {
-      return null;
-    }
-
-    const localNeighborCount = graph.neighbors(selectedNodeId).length;
-    if (viewMode === "focused") {
-      const visibleNeighbors = Math.min(localNeighborCount, 16);
-      return `${visibleNeighbors + 1} nodes in focused view`;
-    }
-
-    return `${localNeighborCount} direct neighbors highlighted`;
-  }, [selectedNodeId, viewMode]);
+  useEffect(() => {
+    setCollapsedNeighborhoodNodeIds([]);
+  }, [summary?.edgeCount, summary?.nodeCount]);
 
   const showLoadingOverlay = isLoading || isFetching || loadingProgress?.phase === "stabilizing_layout";
   const hasGraphContent = Boolean(summary?.nodeCount);
   const activePath = pathResult?.path ?? [];
   const activePathEdgeIds = pathResult?.edge_ids ?? [];
+  const displayResult = useMemo(
+    () => resolveDisplayGraph(selectedNodeId, activePath, activePathEdgeIds, viewMode, {
+      aggregationEnabled,
+      collapsedNeighborhoodNodeIds,
+    }),
+    [activePath, activePathEdgeIds, aggregationEnabled, collapsedNeighborhoodNodeIds, selectedNodeId, viewMode],
+  );
+  const displayState = displayResult.state;
+  const focusedSummary = useMemo(() => {
+    if (!selectedNodeId || !graph.hasNode(selectedNodeId)) {
+      if (viewMode === "grouped") {
+        return displayState.groupedViewAvailable
+          ? "Communities compressed into grouped structure view"
+          : "Grouped view is unavailable for the current graph";
+      }
+      return null;
+    }
+
+    const localNeighborCount = graph.neighbors(selectedNodeId).length;
+    if (viewMode === "focused") {
+      const visibleNeighbors = displayState.selectedVisibleNeighborIds.length || Math.min(localNeighborCount, 16);
+      return `${visibleNeighbors + 1} nodes in focused view`;
+    }
+
+    if (viewMode === "grouped") {
+      return "Grouped structure view with direct community drill-in";
+    }
+
+    if (displayState.selectedCollapsedNeighborIds.length > 0) {
+      return `${displayState.selectedVisibleNeighborIds.length} visible neighbors, ${displayState.selectedCollapsedNeighborIds.length} collapsed`;
+    }
+
+    return `${localNeighborCount} direct neighbors highlighted`;
+  }, [displayState, selectedNodeId, viewMode]);
   const graphSummary = summary as GraphLoadSummary | null;
   const selectedNodeState = useMemo(
-    () => buildSelectedNodeState(selectedNodeId),
-    [selectedNodeId, summary?.nodeCount, summary?.edgeCount],
+    () => buildSelectedNodeState(selectedNodeId, displayState),
+    [displayState, selectedNodeId, summary?.nodeCount, summary?.edgeCount],
   );
   const selectedEdgeState = useMemo(
-    () => buildSelectedEdgeState(selectedEdgeId),
-    [selectedEdgeId, summary?.nodeCount, summary?.edgeCount],
+    () => buildSelectedEdgeState(selectedEdgeId, displayResult.graph),
+    [displayResult.graph, selectedEdgeId, summary?.nodeCount, summary?.edgeCount],
   );
   const temporalState = useMemo(
     () => ({
@@ -1063,6 +1155,20 @@ export function GraphWorkspace() {
       case "setViewMode":
         setViewMode(action.viewMode);
         return;
+      case "collapseNeighborhood":
+        if (!selectedNodeId) {
+          return;
+        }
+        setCollapsedNeighborhoodNodeIds((current) => (
+          current.includes(selectedNodeId) ? current : [...current, selectedNodeId]
+        ));
+        return;
+      case "expandNeighborhood":
+        if (!selectedNodeId) {
+          return;
+        }
+        setCollapsedNeighborhoodNodeIds((current) => current.filter((nodeId) => nodeId !== selectedNodeId));
+        return;
       case "toggleEffect":
         setEffectToggle(action.effect, (current) => !current);
         return;
@@ -1099,7 +1205,7 @@ export function GraphWorkspace() {
         setActiveDockPanelId((previous) => (previous === action.panelId ? null : previous));
         return;
     }
-  }, [focusNode, setEffectToggle]);
+  }, [focusNode, selectedNodeId, setEffectToggle]);
 
   const diagnosticsSnapshot = useMemo<GraphDiagnosticsSnapshot | null>(() => {
     if (!GRAPH_THEME.effects.diagnostics.enabledInDev || !graphDiagnosticsState) {
@@ -1139,9 +1245,11 @@ export function GraphWorkspace() {
     getEffectsState: () => effectsState,
     getDiagnosticsSnapshot: () => diagnosticsSnapshot,
     getAnalyticsSnapshot: () => graphAnalyticsState,
+    getDisplayState: () => displayState,
     isPanelOpen: (panelId: string) => Boolean(pluginPanelState[panelId]),
     dispatchAction: handlePluginAction,
   }), [
+    displayState,
     graphAnalyticsState,
     diagnosticsSnapshot,
     effectsState,
@@ -1267,17 +1375,10 @@ export function GraphWorkspace() {
   const coreToolbarGroups = useMemo<GraphToolbarGroup[]>(() => {
     const groups: GraphToolbarGroup[] = [];
 
-    if (selectedNodeId) {
+    if (hasGraphContent) {
       groups.push({
         id: "view-mode",
         items: [
-          {
-            id: "view-focused",
-            label: "Focused",
-            title: "Inspect the selected node in a focused local graph",
-            active: viewMode === "focused",
-            onClick: () => setViewMode("focused"),
-          },
           {
             id: "view-full",
             label: "Full Graph",
@@ -1285,6 +1386,46 @@ export function GraphWorkspace() {
             active: viewMode === "full",
             onClick: () => setViewMode("full"),
           },
+          {
+            id: "view-grouped",
+            label: "Grouped View",
+            title: displayState.groupedViewAvailable
+              ? "Compress dense structure into detected communities"
+              : "Grouped view is unavailable until communities can be detected",
+            active: viewMode === "grouped",
+            disabled: !displayState.groupedViewAvailable,
+            onClick: () => setViewMode("grouped"),
+          },
+          {
+            id: "view-focused",
+            label: "Focused",
+            title: "Inspect the selected node in a focused local graph",
+            active: viewMode === "focused",
+            disabled: !selectedNodeId,
+            onClick: () => setViewMode("focused"),
+          },
+        ],
+      });
+    }
+
+    if (selectedNodeState) {
+      groups.push({
+        id: "local-structure",
+        items: [
+          {
+            id: "collapse-neighborhood",
+            label: "Collapse Neighborhood",
+            title: "Hide lower-priority fanout around the selected node",
+            disabled: !selectedNodeState.canCollapseNeighborhood || selectedNodeState.isNeighborhoodCollapsed,
+            onClick: () => handlePluginAction({ type: "collapseNeighborhood" }),
+          },
+          {
+            id: "expand-neighborhood",
+            label: "Expand Neighborhood",
+            title: "Restore the collapsed local neighborhood",
+            disabled: !selectedNodeState.isNeighborhoodCollapsed,
+            onClick: () => handlePluginAction({ type: "expandNeighborhood" }),
+          },
         ],
       });
     }
@@ -1362,7 +1503,19 @@ export function GraphWorkspace() {
     }
 
     return groups;
-  }, [isLayoutRunning, pluginToolbarItems, reload, searchQuery, selectedNodeId, showLoadingOverlay, viewMode]);
+  }, [
+    displayState.groupedViewAvailable,
+    handlePluginAction,
+    hasGraphContent,
+    isLayoutRunning,
+    pluginToolbarItems,
+    reload,
+    searchQuery,
+    selectedNodeId,
+    selectedNodeState,
+    showLoadingOverlay,
+    viewMode,
+  ]);
 
   const sceneAdapterProps = {
     onNodeSelect: focusNode,
@@ -1375,6 +1528,8 @@ export function GraphWorkspace() {
     temporalState,
     isLayoutRunning,
     viewMode,
+    aggregationEnabled,
+    collapsedNeighborhoodNodeIds,
     showFitViewButton: false,
     pluginOverlays: pluginOverlays.map((overlay) => overlay.element),
     onRuntimeChange: handleSceneRuntimeChange,
@@ -1504,8 +1659,20 @@ export function GraphWorkspace() {
 
                   <div style={{ display: "flex", gap: 8, flexWrap: "wrap" }}>
                     <MetricChip tone="warm">weight {selectedEdgeState.weight.toFixed(2)}</MetricChip>
-                    <MetricChip>{selectedEdgeState.siblingCount} parallel lane{selectedEdgeState.siblingCount === 1 ? "" : "s"}</MetricChip>
+                    {selectedEdgeState.isAggregated ? (
+                      <MetricChip tone="success">
+                        {selectedEdgeState.aggregateCount} bundled edge{selectedEdgeState.aggregateCount === 1 ? "" : "s"}
+                      </MetricChip>
+                    ) : (
+                      <MetricChip>{selectedEdgeState.siblingCount} parallel lane{selectedEdgeState.siblingCount === 1 ? "" : "s"}</MetricChip>
+                    )}
                     <MetricChip>{selectedEdgeState.familySize} family member{selectedEdgeState.familySize === 1 ? "" : "s"}</MetricChip>
+                    {selectedEdgeState.bundleKind ? (
+                      <MetricChip>{selectedEdgeState.bundleKind} bundle</MetricChip>
+                    ) : null}
+                    {selectedEdgeState.dominantEdgeType ? (
+                      <MetricChip>{selectedEdgeState.dominantEdgeType}</MetricChip>
+                    ) : null}
                     {selectedEdgeState.provenanceCount > 0 ? (
                       <MetricChip>{selectedEdgeState.provenanceCount} provenance fields</MetricChip>
                     ) : null}
diff --git a/explorer/src/workspaces/GraphWorkspace/GraphWorkspaceShell.tsx b/explorer/src/workspaces/GraphWorkspace/GraphWorkspaceShell.tsx
index 14003ca9..0af7d5f1 100644
--- a/explorer/src/workspaces/GraphWorkspace/GraphWorkspaceShell.tsx
+++ b/explorer/src/workspaces/GraphWorkspace/GraphWorkspaceShell.tsx
@@ -139,6 +139,10 @@ function toSelectedNodeState(node: ApiNode, neighborCount: number, fallbackColor
     valid_until: node.valid_until ?? null,
     properties: node.properties ?? {},
     neighborCount,
+    visibleNeighborCount: neighborCount,
+    collapsedNeighborCount: 0,
+    isNeighborhoodCollapsed: false,
+    canCollapseNeighborhood: neighborCount > 8,
   };
 }
 
@@ -427,6 +431,10 @@ export function GraphWorkspaceShell() {
           valid_until: null,
           properties: searchNode.properties ?? {},
           neighborCount: 0,
+          visibleNeighborCount: 0,
+          collapsedNeighborCount: 0,
+          isNeighborhoodCollapsed: false,
+          canCollapseNeighborhood: false,
         }
       : null;
   }, [neighborCountMap, searchResults, selectedNodeId, selectedNodeState, snapshot]);
diff --git a/explorer/src/workspaces/GraphWorkspace/behaviors/viewModeSwitchBehavior.ts b/explorer/src/workspaces/GraphWorkspace/behaviors/viewModeSwitchBehavior.ts
index b6fd493c..c7d30335 100644
--- a/explorer/src/workspaces/GraphWorkspace/behaviors/viewModeSwitchBehavior.ts
+++ b/explorer/src/workspaces/GraphWorkspace/behaviors/viewModeSwitchBehavior.ts
@@ -1,7 +1,8 @@
 import type { GraphBehavior } from "./types";
+import type { GraphViewMode } from "../types";
 
 export function createViewModeSwitchBehavior(): GraphBehavior {
-  let lastViewMode: "focused" | "full" | null = null;
+  let lastViewMode: GraphViewMode | null = null;
 
   return {
     id: "view-mode-switch",
diff --git a/explorer/src/workspaces/GraphWorkspace/graphSceneState.ts b/explorer/src/workspaces/GraphWorkspace/graphSceneState.ts
index a4d066a0..8a7bc15f 100644
--- a/explorer/src/workspaces/GraphWorkspace/graphSceneState.ts
+++ b/explorer/src/workspaces/GraphWorkspace/graphSceneState.ts
@@ -17,12 +17,24 @@ import {
   withAlpha,
   zoomTierAtLeast,
 } from "./graphTheme";
-import type { GraphInteractionState, GraphViewMode } from "./types";
+import { computeGraphAnalyticsBase } from "./graphAnalytics";
+import type { GraphDisplayStateSnapshot, GraphInteractionState, GraphViewMode } from "./types";
 
 const MAX_FOCUS_NEIGHBORS = GRAPH_THEME.focus.maxNeighbors;
 const FOCUS_RING_CAPACITY = GRAPH_THEME.focus.ringCapacity;
 const FOCUS_RING_GAP = GRAPH_THEME.focus.ringGap;
 const FOCUS_PRIMARY_LABELS = GRAPH_THEME.focus.primaryLabels;
+const COLLAPSE_VISIBLE_NEIGHBORS = 8;
+const GROUP_SAMPLE_MEMBERS = 8;
+const AGGREGATED_EDGE_PREFIX = "__agg__:";
+const COMMUNITY_NODE_PREFIX = "__community__:";
+
+type GraphRef = typeof graph | Graph<NodeAttributes, EdgeAttributes>;
+
+export type GraphDisplayResult = {
+  graph: GraphRef;
+  state: GraphDisplayStateSnapshot;
+};
 
 function getOverviewPresenceBoost(cameraRatio: number) {
   return clamp(0, Math.log2(Math.max(cameraRatio, 1)) / 1.85, 1);
@@ -65,7 +77,7 @@ export type ResolvedEdgeStyle = {
 };
 
 function forEachDirectedEdgeBetween(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   source: string,
   target: string,
   callback: (edgeId: string, attrs: EdgeAttributes) => void,
@@ -76,7 +88,7 @@ function forEachDirectedEdgeBetween(
 }
 
 function collectDirectedEdgeIdsBetween(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   source: string,
   target: string,
 ): string[] {
@@ -87,13 +99,52 @@ function collectDirectedEdgeIdsBetween(
   return edgeIds;
 }
 
+function isAggregatedEdgeAttributes(attrs: EdgeAttributes | undefined): boolean {
+  return Boolean(attrs?.isAggregated || (attrs?.rawEdgeIds?.length ?? 0) > 1);
+}
+
+function collectRawEdgeIds(attrs: EdgeAttributes | undefined, fallbackEdgeId?: string): string[] {
+  const rawEdgeIds = attrs?.rawEdgeIds?.map((edgeId) => String(edgeId)).filter(Boolean) ?? [];
+  if (rawEdgeIds.length > 0) {
+    return rawEdgeIds;
+  }
+  return fallbackEdgeId ? [String(fallbackEdgeId)] : [];
+}
+
+function createEmptyDisplayState(
+  selectedNodeId: string,
+  aggregationEnabled: boolean,
+): GraphDisplayStateSnapshot {
+  return {
+    aggregationEnabled,
+    groupedViewAvailable: false,
+    selectedRootNodeId: selectedNodeId || null,
+    selectedVisibleNeighborIds: [],
+    selectedCollapsedNeighborIds: [],
+  };
+}
+
 export function buildPathEdgeSet(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   path: string[],
   pathEdgeIds: string[] = [],
 ): Set<string> {
   if (pathEdgeIds.length > 0) {
-    return new Set<string>(pathEdgeIds.filter((edgeId) => graphRef.hasEdge(edgeId)));
+    const requested = new Set(pathEdgeIds.map((edgeId) => String(edgeId)));
+    const matched = new Set<string>();
+    graphRef.forEachEdge((edgeId, attrs) => {
+      const stableEdgeId = String(edgeId);
+      if (requested.has(stableEdgeId)) {
+        matched.add(stableEdgeId);
+        return;
+      }
+
+      const rawEdgeIds = collectRawEdgeIds(attrs as EdgeAttributes, stableEdgeId);
+      if (rawEdgeIds.some((rawEdgeId) => requested.has(rawEdgeId))) {
+        matched.add(stableEdgeId);
+      }
+    });
+    return matched;
   }
 
   const edgeIds = new Set<string>();
@@ -104,7 +155,7 @@ export function buildPathEdgeSet(
 }
 
 export function buildEdgeEndpointSet(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   ...edgeIds: Array<string | null | undefined>
 ): Set<string> {
   const nodeIds = new Set<string>();
@@ -123,7 +174,7 @@ export function buildEdgeEndpointSet(
 }
 
 function collectFocusEdgeIds(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   nodeIds: Set<string>,
 ): Set<string> {
   const edgeIds = new Set<string>();
@@ -187,10 +238,24 @@ function collectImpactedEdgeKeys(
 }
 
 function resolveDisplayEdgeIds(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   stableEdgeIds: Set<string>,
 ): string[] {
-  return Array.from(stableEdgeIds).filter((edgeId) => graphRef.hasEdge(edgeId));
+  const displayEdgeIds = new Set<string>();
+  graphRef.forEachEdge((edgeId, attrs) => {
+    const stableEdgeId = String(edgeId);
+    if (stableEdgeIds.has(stableEdgeId)) {
+      displayEdgeIds.add(stableEdgeId);
+      return;
+    }
+
+    const rawEdgeIds = collectRawEdgeIds(attrs as EdgeAttributes, stableEdgeId);
+    if (rawEdgeIds.some((rawEdgeId) => stableEdgeIds.has(rawEdgeId))) {
+      displayEdgeIds.add(stableEdgeId);
+    }
+  });
+
+  return Array.from(displayEdgeIds);
 }
 
 export function collectInteractionRefreshTargets(
@@ -252,7 +317,7 @@ export function buildFocusSet(nodeId: string): Set<string> {
 }
 
 export function isEdgeInteractable(
-  graphRef: typeof graph | Graph<NodeAttributes, EdgeAttributes>,
+  graphRef: GraphRef,
   interactionState: GraphInteractionState,
   edgeId: string,
   source: string,
@@ -264,6 +329,10 @@ export function isEdgeInteractable(
     return true;
   }
 
+  if (attrs.isAggregated && (interactionState.viewMode === "grouped" || interactionState.zoomTier === "inspection")) {
+    return true;
+  }
+
   const primaryNodeId = interactionState.selectedNodeId;
   if (primaryNodeId && graphRef.hasNode(primaryNodeId)) {
     if (source === primaryNodeId || target === primaryNodeId) {
@@ -507,7 +576,7 @@ export function resolveNodeVisualState(
     return "neighbor";
   }
   if (hoveredNodeId || selectedNodeId || selectedEdgeId || pathNodeIds.size > 0) {
-    if (zoomTier === "overview") {
+    if (zoomTier !== "inspection") {
       return "default";
     }
     return "muted";
@@ -839,10 +908,315 @@ export function resolveEdgeElementStyle(
   };
 }
 
+function addNodeIfMissing(targetGraph: GraphRef, nodeId: string, attrs: NodeAttributes) {
+  if (!targetGraph.hasNode(nodeId)) {
+    targetGraph.addNode(nodeId, attrs);
+  }
+}
+
+function buildCollapsedNeighborhoodState(
+  nodeId: string,
+  activePath: string[],
+): Pick<GraphDisplayStateSnapshot, "selectedVisibleNeighborIds" | "selectedCollapsedNeighborIds"> {
+  if (!nodeId || !graph.hasNode(nodeId)) {
+    return {
+      selectedVisibleNeighborIds: [],
+      selectedCollapsedNeighborIds: [],
+    };
+  }
+
+  const rankedNeighbors = rankNeighbors(nodeId);
+  const forcedVisible = new Set(activePath.filter((candidateId) => candidateId !== nodeId && graph.hasNode(candidateId)));
+  const visible = new Set<string>();
+  rankedNeighbors.forEach((neighborId, index) => {
+    if (index < COLLAPSE_VISIBLE_NEIGHBORS || forcedVisible.has(neighborId)) {
+      visible.add(neighborId);
+    }
+  });
+
+  return {
+    selectedVisibleNeighborIds: Array.from(visible),
+    selectedCollapsedNeighborIds: rankedNeighbors.filter((neighborId) => !visible.has(neighborId)),
+  };
+}
+
+function createCollapsedNeighborhoodGraph(
+  nodeId: string,
+  activePath: string[],
+): Graph<NodeAttributes, EdgeAttributes> {
+  const collapsedState = buildCollapsedNeighborhoodState(nodeId, activePath);
+  const hiddenNeighbors = new Set(collapsedState.selectedCollapsedNeighborIds);
+  if (hiddenNeighbors.size === 0) {
+    return graph.copy() as Graph<NodeAttributes, EdgeAttributes>;
+  }
+
+  const collapsedGraph = graph.copy() as Graph<NodeAttributes, EdgeAttributes>;
+  hiddenNeighbors.forEach((neighborId) => {
+    if (!collapsedGraph.hasNode(neighborId)) {
+      return;
+    }
+
+    const incidentEdges = collapsedGraph.edges(neighborId).map((edgeId) => String(edgeId));
+    incidentEdges.forEach((edgeId) => {
+      if (!collapsedGraph.hasEdge(edgeId)) {
+        return;
+      }
+      const [sourceId, targetId] = collapsedGraph.extremities(edgeId);
+      const touchesSelectedPair =
+        (sourceId === nodeId && targetId === neighborId)
+        || (sourceId === neighborId && targetId === nodeId);
+      if (touchesSelectedPair) {
+        collapsedGraph.dropEdge(edgeId);
+      }
+    });
+
+    if (collapsedGraph.hasNode(neighborId) && collapsedGraph.degree(neighborId) === 0) {
+      collapsedGraph.dropNode(neighborId);
+    }
+  });
+
+  return collapsedGraph;
+}
+
+function aggregateDisplayGraph(graphRef: GraphRef): Graph<NodeAttributes, EdgeAttributes> {
+  const aggregated = new Graph<NodeAttributes, EdgeAttributes>({
+    type: "directed",
+    multi: true,
+    allowSelfLoops: false,
+  });
+
+  graphRef.forEachNode((nodeId, attrs) => {
+    aggregated.addNode(nodeId, { ...(attrs as NodeAttributes) });
+  });
+
+  const groupedEdges = new Map<string, Array<{ edgeId: string; attrs: EdgeAttributes }>>();
+  graphRef.forEachEdge((edgeId, attrs, sourceId, targetId) => {
+    const key = `${sourceId}→${targetId}`;
+    const bucket = groupedEdges.get(key) ?? [];
+    bucket.push({ edgeId: String(edgeId), attrs: attrs as EdgeAttributes });
+    groupedEdges.set(key, bucket);
+  });
+
+  groupedEdges.forEach((entries, key) => {
+    const [sourceId, targetId] = key.split("→");
+    if (entries.length === 1) {
+      const [{ edgeId, attrs }] = entries;
+      aggregated.mergeDirectedEdgeWithKey(edgeId, sourceId, targetId, {
+        ...attrs,
+        rawEdgeIds: collectRawEdgeIds(attrs, edgeId),
+        isAggregated: isAggregatedEdgeAttributes(attrs),
+        aggregateCount: attrs.aggregateCount ?? collectRawEdgeIds(attrs, edgeId).length,
+        dominantEdgeType: attrs.dominantEdgeType ?? attrs.edgeType,
+        representativeWeight: attrs.representativeWeight ?? Number(attrs.weight ?? 1),
+      });
+      return;
+    }
+
+    const sorted = entries
+      .slice()
+      .sort((left, right) => {
+        const weightDelta = Number(right.attrs.weight ?? 0) - Number(left.attrs.weight ?? 0);
+        if (weightDelta !== 0) {
+          return weightDelta;
+        }
+        const priorityDelta = Number(right.attrs.visualPriority ?? 0) - Number(left.attrs.visualPriority ?? 0);
+        if (priorityDelta !== 0) {
+          return priorityDelta;
+        }
+        return left.edgeId.localeCompare(right.edgeId);
+      });
+    const representative = sorted[0];
+    const rawEdgeIds = entries.flatMap(({ edgeId, attrs }) => collectRawEdgeIds(attrs, edgeId));
+    const typeCounts = new Map<string, number>();
+    entries.forEach(({ attrs }) => {
+      const edgeType = String(attrs.edgeType ?? "related_to");
+      typeCounts.set(edgeType, (typeCounts.get(edgeType) ?? 0) + 1);
+    });
+    const dominantEdgeType = [...typeCounts.entries()].sort((left, right) => right[1] - left[1])[0]?.[0] ?? representative.attrs.edgeType ?? "related_to";
+    const reverseKey = `${targetId}→${sourceId}`;
+    const isBidirectionalBundle = groupedEdges.has(reverseKey);
+    const syntheticEdgeId = `${AGGREGATED_EDGE_PREFIX}${sourceId}::${targetId}`;
+
+    aggregated.mergeDirectedEdgeWithKey(syntheticEdgeId, sourceId, targetId, {
+      ...representative.attrs,
+      edgeId: syntheticEdgeId,
+      familyId: syntheticEdgeId,
+      sourceId,
+      targetId,
+      rawEdgeIds,
+      isAggregated: true,
+      aggregateCount: rawEdgeIds.length,
+      dominantEdgeType: String(dominantEdgeType),
+      representativeWeight: Number(representative.attrs.weight ?? 1),
+      weight: Number(representative.attrs.weight ?? 1),
+      edgeType: String(representative.attrs.edgeType ?? dominantEdgeType ?? "related_to"),
+      parallelCount: rawEdgeIds.length,
+      familySize: rawEdgeIds.length,
+      bundleKind: isBidirectionalBundle ? "bidirectional" : "parallel",
+      isBidirectional: isBidirectionalBundle,
+    });
+  });
+
+  return aggregated;
+}
+
+function buildCommunityGroupedGraph(): GraphDisplayResult {
+  const base = computeGraphAnalyticsBase(graph, {
+    computeCommunities: true,
+    computeCentrality: true,
+  });
+  const state = createEmptyDisplayState("", true);
+  state.groupedViewAvailable = base.communitiesByNode.size > 0;
+  if (base.communitiesByNode.size === 0) {
+    return { graph: aggregateDisplayGraph(graph), state };
+  }
+
+  const grouped = new Graph<NodeAttributes, EdgeAttributes>({
+    type: "directed",
+    multi: true,
+    allowSelfLoops: false,
+  });
+  const communityMembers = new Map<number, string[]>();
+  graph.forEachNode((nodeId) => {
+    const communityId = base.communitiesByNode.get(nodeId);
+    if (communityId === undefined) {
+      return;
+    }
+    const bucket = communityMembers.get(communityId) ?? [];
+    bucket.push(nodeId);
+    communityMembers.set(communityId, bucket);
+  });
+
+  communityMembers.forEach((memberIds, communityId) => {
+    const rankedMembers = memberIds
+      .slice()
+      .sort((left, right) => {
+        const leftScore = base.centralityByNode.get(left)?.score ?? 0;
+        const rightScore = base.centralityByNode.get(right)?.score ?? 0;
+        if (rightScore !== leftScore) {
+          return rightScore - leftScore;
+        }
+        return left.localeCompare(right);
+      });
+    const anchorNodeId = rankedMembers[0] ?? null;
+    const anchorAttrs = anchorNodeId ? (graph.getNodeAttributes(anchorNodeId) as NodeAttributes) : null;
+    const semanticCounts = new Map<string, number>();
+    memberIds.forEach((memberId) => {
+      const memberAttrs = graph.getNodeAttributes(memberId) as NodeAttributes;
+      const semanticGroup = String(memberAttrs.semanticGroup || memberAttrs.nodeType || "entity");
+      semanticCounts.set(semanticGroup, (semanticCounts.get(semanticGroup) ?? 0) + 1);
+    });
+    const dominantSemanticGroup = [...semanticCounts.entries()].sort((left, right) => right[1] - left[1])[0]?.[0] ?? "entity";
+    const color = anchorAttrs?.baseColor || anchorAttrs?.color || GRAPH_THEME.palette.semantic[communityId % GRAPH_THEME.palette.semantic.length];
+    const communityNodeId = `${COMMUNITY_NODE_PREFIX}${communityId}`;
+    addNodeIfMissing(grouped, communityNodeId, {
+      label: anchorAttrs?.label || `Community ${communityId}`,
+      content: anchorAttrs?.content || anchorAttrs?.label || `Community ${communityId}`,
+      x: anchorAttrs?.x ?? 0,
+      y: anchorAttrs?.y ?? 0,
+      size: Math.max(14, 8 + Math.log2(memberIds.length + 1) * 5),
+      baseSize: Math.max(14, 8 + Math.log2(memberIds.length + 1) * 5),
+      color,
+      baseColor: color,
+      mutedColor: withAlpha(color, 0.32),
+      glowColor: withAlpha(color, 0.22),
+      nodeType: "community",
+      semanticGroup: dominantSemanticGroup,
+      properties: {
+        __communityGroup: {
+          communityId: String(communityId),
+          memberCount: memberIds.length,
+          memberNodeIds: memberIds,
+          sampleNodeIds: rankedMembers.slice(0, GROUP_SAMPLE_MEMBERS),
+          anchorNodeId,
+          anchorLabel: anchorAttrs?.label || anchorNodeId || `Community ${communityId}`,
+          dominantSemanticGroup,
+          color,
+        },
+      },
+      isCommunityGroup: true,
+      communityId: String(communityId),
+      memberCount: memberIds.length,
+      anchorNodeId,
+      labelPriority: Math.max(2, Math.log2(memberIds.length + 1)),
+      visualPriority: Math.max(1, Math.log2(memberIds.length + 1)),
+    });
+  });
+
+  const groupedEdges = new Map<string, {
+    sourceId: string;
+    targetId: string;
+    rawEdgeIds: string[];
+    weight: number;
+    typeCounts: Map<string, number>;
+  }>();
+
+  graph.forEachEdge((edgeId, attrs, sourceId, targetId) => {
+    const sourceCommunity = base.communitiesByNode.get(sourceId);
+    const targetCommunity = base.communitiesByNode.get(targetId);
+    if (sourceCommunity === undefined || targetCommunity === undefined || sourceCommunity === targetCommunity) {
+      return;
+    }
+
+    const groupedSourceId = `${COMMUNITY_NODE_PREFIX}${sourceCommunity}`;
+    const groupedTargetId = `${COMMUNITY_NODE_PREFIX}${targetCommunity}`;
+    const key = `${groupedSourceId}→${groupedTargetId}`;
+    const bucket = groupedEdges.get(key) ?? {
+      sourceId: groupedSourceId,
+      targetId: groupedTargetId,
+      rawEdgeIds: [],
+      weight: 0,
+      typeCounts: new Map<string, number>(),
+    };
+    bucket.rawEdgeIds.push(String(edgeId));
+    bucket.weight = Math.max(bucket.weight, Number((attrs as EdgeAttributes).weight ?? 1));
+    const edgeType = String((attrs as EdgeAttributes).edgeType ?? "related_to");
+    bucket.typeCounts.set(edgeType, (bucket.typeCounts.get(edgeType) ?? 0) + 1);
+    groupedEdges.set(key, bucket);
+  });
+
+  groupedEdges.forEach((bundle, key) => {
+    const dominantEdgeType = [...bundle.typeCounts.entries()].sort((left, right) => right[1] - left[1])[0]?.[0] ?? "related_to";
+    const reverseKey = `${bundle.targetId}→${bundle.sourceId}`;
+    const syntheticEdgeId = `${AGGREGATED_EDGE_PREFIX}${key}`;
+    grouped.mergeDirectedEdgeWithKey(syntheticEdgeId, bundle.sourceId, bundle.targetId, {
+      edgeId: syntheticEdgeId,
+      familyId: syntheticEdgeId,
+      sourceId: bundle.sourceId,
+      targetId: bundle.targetId,
+      edgeType: dominantEdgeType,
+      dominantEdgeType,
+      weight: bundle.weight,
+      representativeWeight: bundle.weight,
+      properties: {},
+      rawEdgeIds: bundle.rawEdgeIds,
+      isAggregated: true,
+      aggregateCount: bundle.rawEdgeIds.length,
+      familySize: bundle.rawEdgeIds.length,
+      parallelCount: bundle.rawEdgeIds.length,
+      isBidirectional: groupedEdges.has(reverseKey),
+      bundleKind: "community",
+      visualPriority: 2,
+    });
+  });
+
+  return {
+    graph: grouped,
+    state: {
+      aggregationEnabled: true,
+      groupedViewAvailable: true,
+      selectedRootNodeId: null,
+      selectedVisibleNeighborIds: [],
+      selectedCollapsedNeighborIds: [],
+    },
+  };
+}
+
 export function createFocusedGraph(
   nodeId: string,
   activePath: string[],
   activePathEdgeIds: string[] = [],
+  collapseNeighborhood = false,
 ): Graph<NodeAttributes, EdgeAttributes> {
   const focused = new Graph<NodeAttributes, EdgeAttributes>({
     type: "directed",
@@ -851,8 +1225,15 @@ export function createFocusedGraph(
   });
 
   const rankedNeighbors = rankNeighbors(nodeId).slice(0, MAX_FOCUS_NEIGHBORS);
-  const focusIds = new Set<string>([nodeId, ...rankedNeighbors]);
-  const labelledNeighborIds = new Set(rankedNeighbors.slice(0, FOCUS_PRIMARY_LABELS));
+  const collapsedState = collapseNeighborhood
+    ? buildCollapsedNeighborhoodState(nodeId, activePath)
+    : {
+        selectedVisibleNeighborIds: rankedNeighbors,
+        selectedCollapsedNeighborIds: [],
+      };
+  const visibleNeighborIds = rankedNeighbors.filter((neighborId) => collapsedState.selectedVisibleNeighborIds.includes(neighborId));
+  const focusIds = new Set<string>([nodeId, ...visibleNeighborIds]);
+  const labelledNeighborIds = new Set(visibleNeighborIds.slice(0, FOCUS_PRIMARY_LABELS));
   const pathNodeIds = new Set(activePath);
   const pathEdgeIds = buildPathEdgeSet(graph, activePath, activePathEdgeIds);
 
@@ -875,7 +1256,7 @@ export function createFocusedGraph(
     label: selectedState.label,
   });
 
-  rankedNeighbors.forEach((neighborId, index) => {
+  visibleNeighborIds.forEach((neighborId, index) => {
     const baseAttrs = graph.getNodeAttributes(neighborId) as NodeAttributes;
     const ring = Math.floor(index / FOCUS_RING_CAPACITY);
     const ringIndex = index % FOCUS_RING_CAPACITY;
@@ -940,7 +1321,7 @@ export function createFocusedGraph(
     }
   }
 
-  return focused;
+  return aggregateDisplayGraph(focused);
 }
 
 export function resolveDisplayGraph(
@@ -948,9 +1329,64 @@ export function resolveDisplayGraph(
   activePath: string[],
   activePathEdgeIds: string[],
   viewMode: GraphViewMode,
-) {
+  options?: {
+    aggregationEnabled?: boolean;
+    collapsedNeighborhoodNodeIds?: Iterable<string>;
+  },
+): GraphDisplayResult {
+  const aggregationEnabled = options?.aggregationEnabled ?? true;
+  const collapsedNeighborhoodNodeIds = new Set(
+    Array.from(options?.collapsedNeighborhoodNodeIds ?? []).filter((nodeId) => typeof nodeId === "string"),
+  );
+  const displayState = createEmptyDisplayState(selectedNodeId, aggregationEnabled);
+  displayState.groupedViewAvailable = computeGraphAnalyticsBase(graph, {
+    computeCommunities: true,
+    computeCentrality: false,
+  }).communitiesByNode.size > 0;
   const isFocusedView = viewMode === "focused" && Boolean(selectedNodeId) && graph.hasNode(selectedNodeId);
-  return isFocusedView && selectedNodeId ? createFocusedGraph(selectedNodeId, activePath, activePathEdgeIds) : graph;
+  const isGroupedView = viewMode === "grouped";
+  const shouldCollapseNeighborhood = Boolean(selectedNodeId && collapsedNeighborhoodNodeIds.has(selectedNodeId));
+
+  if (selectedNodeId && graph.hasNode(selectedNodeId)) {
+    const collapsedState = shouldCollapseNeighborhood
+      ? buildCollapsedNeighborhoodState(selectedNodeId, activePath)
+      : {
+          selectedVisibleNeighborIds: rankNeighbors(selectedNodeId),
+          selectedCollapsedNeighborIds: [],
+        };
+    displayState.selectedRootNodeId = selectedNodeId;
+    displayState.selectedVisibleNeighborIds = collapsedState.selectedVisibleNeighborIds;
+    displayState.selectedCollapsedNeighborIds = collapsedState.selectedCollapsedNeighborIds;
+  }
+
+  if (isGroupedView) {
+    const grouped = buildCommunityGroupedGraph();
+    return {
+      graph: grouped.graph,
+      state: {
+        ...grouped.state,
+        selectedRootNodeId: displayState.selectedRootNodeId,
+        selectedVisibleNeighborIds: displayState.selectedVisibleNeighborIds,
+        selectedCollapsedNeighborIds: displayState.selectedCollapsedNeighborIds,
+      },
+    };
+  }
+
+  if (isFocusedView && selectedNodeId) {
+    return {
+      graph: createFocusedGraph(selectedNodeId, activePath, activePathEdgeIds, shouldCollapseNeighborhood),
+      state: displayState,
+    };
+  }
+
+  const baseGraph = shouldCollapseNeighborhood && selectedNodeId
+    ? createCollapsedNeighborhoodGraph(selectedNodeId, activePath)
+    : graph;
+
+  return {
+    graph: aggregationEnabled ? aggregateDisplayGraph(baseGraph) : baseGraph,
+    state: displayState,
+  };
 }
 
 export function createInteractionState(
diff --git a/explorer/src/workspaces/GraphWorkspace/graphTheme.ts b/explorer/src/workspaces/GraphWorkspace/graphTheme.ts
index ea033613..6d6e8968 100644
--- a/explorer/src/workspaces/GraphWorkspace/graphTheme.ts
+++ b/explorer/src/workspaces/GraphWorkspace/graphTheme.ts
@@ -9,6 +9,7 @@ export type GraphBadgeKind = "inferred" | "temporal" | "provenance";
 
 type GraphNodeColorMode = "base" | "selected" | "hovered" | "path" | "muted";
 type GraphEdgeColorMode = "overview" | "backbone" | "structure" | "inspection" | "hover" | "path" | "focus" | "muted";
+const IS_DEV = Boolean((import.meta as { env?: { DEV?: boolean } }).env?.DEV);
 
 export interface GraphTheme {
   palette: {
@@ -305,10 +306,10 @@ export const GRAPH_THEME: GraphTheme = {
   zoomTiers: {
     overview: {
       maxRatio: Number.POSITIVE_INFINITY,
-      nodeScale: 0.88,
-      labelThreshold: 0.92,
-      labelBudget: 28,
-      edgePriorityThreshold: 0.55,
+      nodeScale: 0.72,
+      labelThreshold: 0.995,
+      labelBudget: 4,
+      edgePriorityThreshold: 0.72,
       arrowPriorityThreshold: Number.POSITIVE_INFINITY,
       edgeSizeScale: 0.62,
       showBadges: false,
@@ -317,21 +318,21 @@ export const GRAPH_THEME: GraphTheme = {
     },
     structure: {
       maxRatio: 1.2,
-      nodeScale: 1.02,
-      labelThreshold: 0.82,
-      labelBudget: 60,
-      edgePriorityThreshold: 0.3,
-      arrowPriorityThreshold: 0.65,
-      edgeSizeScale: 1.05,
-      showBadges: true,
-      showCurves: true,
-      showContextualArrows: true,
+      nodeScale: 0.94,
+      labelThreshold: 0.93,
+      labelBudget: 18,
+      edgePriorityThreshold: 0.4,
+      arrowPriorityThreshold: 0.75,
+      edgeSizeScale: 0.92,
+      showBadges: false,
+      showCurves: false,
+      showContextualArrows: false,
     },
     inspection: {
       maxRatio: 0.5,
-      nodeScale: 1.08,
-      labelThreshold: 0.6,
-      labelBudget: 120,
+      nodeScale: 1,
+      labelThreshold: 0.8,
+      labelBudget: 40,
       edgePriorityThreshold: 0,
       arrowPriorityThreshold: 0.45,
       edgeSizeScale: 1.18,
@@ -341,7 +342,7 @@ export const GRAPH_THEME: GraphTheme = {
     },
   },
   labels: {
-    forceVisibleStates: ["hovered", "selected", "neighbor", "path"],
+    forceVisibleStates: ["hovered", "selected", "path"],
     policies: {
       none: { minZoomTier: "inspection" },
       priority: { minZoomTier: "overview" },
@@ -391,26 +392,26 @@ export const GRAPH_THEME: GraphTheme = {
   },
   nodes: {
     backgroundScale: 0.52,
-    mutedAlpha: 0.08,
+    mutedAlpha: 0.16,
     strokeHierarchy: {
       overview: { base: 0.05, emphasis: 0.34, muted: 0.02 },
       structure: { base: 1.05, emphasis: 1.45, muted: 0.55 },
       inspection: { base: 1.2, emphasis: 1.7, muted: 0.6 },
     },
     states: {
-      default: { color: "base", sizeMultiplier: 0.92, minSize: 3.5, forceLabel: false, zIndex: 0, borderBoost: -0.18 },
-      hovered: { color: "hovered", sizeMultiplier: 1.28, minSize: 13.5, forceLabel: true, zIndex: 4, borderBoost: 0.28 },
-      selected: { color: "selected", sizeMultiplier: 1.14, minSize: 11.5, forceLabel: true, zIndex: 3, borderBoost: 0.24 },
-      neighbor: { color: "base", sizeMultiplier: 0.96, minSize: 5.5, forceLabel: true, zIndex: 2, borderBoost: 0.04 },
-      path: { color: "path", sizeMultiplier: 1.08, minSize: 7.0, forceLabel: true, zIndex: 2, borderBoost: 0.12 },
-      inactive: { color: "muted", sizeMultiplier: 0.48, minSize: 1.8, forceLabel: false, zIndex: 0, borderBoost: -0.28 },
-      muted: { color: "muted", sizeMultiplier: 0.48, minSize: 1.8, forceLabel: false, zIndex: 0, borderBoost: -0.28 },
+      default: { color: "base", sizeMultiplier: 0.72, minSize: 0.68, forceLabel: false, zIndex: 0, borderBoost: -0.42 },
+      hovered: { color: "hovered", sizeMultiplier: 1.1, minSize: 10.8, forceLabel: true, zIndex: 4, borderBoost: 0.18 },
+      selected: { color: "selected", sizeMultiplier: 1.02, minSize: 9.4, forceLabel: true, zIndex: 3, borderBoost: 0.18 },
+      neighbor: { color: "base", sizeMultiplier: 0.78, minSize: 4.2, forceLabel: false, zIndex: 2, borderBoost: -0.12 },
+      path: { color: "path", sizeMultiplier: 0.97, minSize: 5.8, forceLabel: true, zIndex: 2, borderBoost: 0.06 },
+      inactive: { color: "muted", sizeMultiplier: 0.52, minSize: 0.58, forceLabel: false, zIndex: 0, borderBoost: -0.42 },
+      muted: { color: "muted", sizeMultiplier: 0.52, minSize: 0.58, forceLabel: false, zIndex: 0, borderBoost: -0.42 },
     },
     variants: {
       default: { sizeMultiplier: 1, borderBoost: 0, haloBoost: 0, badgeVisibleFrom: "inspection" },
-      temporal: { sizeMultiplier: 1.02, borderBoost: 0.12, haloBoost: 0.1, badgeKind: "temporal", badgeVisibleFrom: "structure" },
-      inferred: { sizeMultiplier: 1.05, borderBoost: 0.16, haloBoost: 0.14, badgeKind: "inferred", badgeVisibleFrom: "structure" },
-      provenance: { sizeMultiplier: 1.03, borderBoost: 0.14, haloBoost: 0.12, badgeKind: "provenance", badgeVisibleFrom: "structure" },
+      temporal: { sizeMultiplier: 1.02, borderBoost: 0.12, haloBoost: 0.1, badgeKind: "temporal", badgeVisibleFrom: "inspection" },
+      inferred: { sizeMultiplier: 1.05, borderBoost: 0.16, haloBoost: 0.14, badgeKind: "inferred", badgeVisibleFrom: "inspection" },
+      provenance: { sizeMultiplier: 1.03, borderBoost: 0.14, haloBoost: 0.12, badgeKind: "provenance", badgeVisibleFrom: "inspection" },
       selected: { sizeMultiplier: 1.06, borderBoost: 0.22, haloBoost: 0.16, badgeVisibleFrom: "overview" },
     },
     selectedRing: {
@@ -530,7 +531,7 @@ export const GRAPH_THEME: GraphTheme = {
       maxGroups: 8,
     },
     diagnostics: {
-      enabledInDev: import.meta.env.DEV,
+      enabledInDev: IS_DEV,
     },
   },
 };
diff --git a/explorer/src/workspaces/GraphWorkspace/plugins/neighborhoodPanelPlugin.tsx b/explorer/src/workspaces/GraphWorkspace/plugins/neighborhoodPanelPlugin.tsx
index 2fb45de8..9cc2d323 100644
--- a/explorer/src/workspaces/GraphWorkspace/plugins/neighborhoodPanelPlugin.tsx
+++ b/explorer/src/workspaces/GraphWorkspace/plugins/neighborhoodPanelPlugin.tsx
@@ -42,6 +42,7 @@ export const neighborhoodPanelPlugin: GraphPlugin = {
     }
 
     const selected = context.getSelectedNodeState();
+    const displayState = context.getDisplayState();
     if (!selected) {
       return {
         id: NEIGHBORHOOD_PANEL_ID,
@@ -82,6 +83,11 @@ export const neighborhoodPanelPlugin: GraphPlugin = {
         return left.label.localeCompare(right.label);
       })
       .slice(0, MAX_NEIGHBORS);
+    const hiddenNeighborCount = displayState.selectedCollapsedNeighborIds.length;
+    const aggregatedEdgeCount = context.displayGraph
+      .edges()
+      .map((edgeId) => context.displayGraph.getEdgeAttributes(edgeId) as { isAggregated?: boolean })
+      .filter((attrs) => attrs.isAggregated).length;
 
     return {
       id: NEIGHBORHOOD_PANEL_ID,
@@ -97,6 +103,34 @@ export const neighborhoodPanelPlugin: GraphPlugin = {
           <div style={summaryStyle}>
             {selected.neighborCount.toLocaleString()} direct neighbors in the full graph
           </div>
+          <div style={{ display: "flex", gap: 8, flexWrap: "wrap" }}>
+            <button
+              type="button"
+              onClick={() => context.dispatchAction({ type: "collapseNeighborhood" })}
+              disabled={!selected.canCollapseNeighborhood || selected.isNeighborhoodCollapsed}
+              style={controlButtonStyle}
+            >
+              Collapse Neighborhood
+            </button>
+            <button
+              type="button"
+              onClick={() => context.dispatchAction({ type: "expandNeighborhood" })}
+              disabled={!selected.isNeighborhoodCollapsed}
+              style={controlButtonStyle}
+            >
+              Expand Neighborhood
+            </button>
+          </div>
+          {hiddenNeighborCount > 0 ? (
+            <div style={summaryStyle}>
+              {hiddenNeighborCount.toLocaleString()} lower-priority neighbors are collapsed in the current view.
+            </div>
+          ) : null}
+          {aggregatedEdgeCount > 0 ? (
+            <div style={summaryStyle}>
+              {aggregatedEdgeCount.toLocaleString()} aggregated structural bundle{aggregatedEdgeCount === 1 ? "" : "s"} visible.
+            </div>
+          ) : null}
           {neighbors.length ? (
             <div style={{ display: "flex", flexDirection: "column", gap: 8 }}>
               {neighbors.map((neighbor) => (
@@ -159,6 +193,16 @@ const neighborButtonStyle: CSSProperties = {
   cursor: "pointer",
 };
 
+const controlButtonStyle: CSSProperties = {
+  padding: "7px 10px",
+  background: "rgba(255,255,255,0.03)",
+  border: "1px solid rgba(255,255,255,0.08)",
+  borderRadius: 10,
+  color: "#dce7f4",
+  cursor: "pointer",
+  fontSize: 12,
+};
+
 const swatchStyle: CSSProperties = {
   width: 10,
   height: 10,
diff --git a/explorer/src/workspaces/GraphWorkspace/plugins/types.ts b/explorer/src/workspaces/GraphWorkspace/plugins/types.ts
index 8814512f..1292ee69 100644
--- a/explorer/src/workspaces/GraphWorkspace/plugins/types.ts
+++ b/explorer/src/workspaces/GraphWorkspace/plugins/types.ts
@@ -6,6 +6,7 @@ import type { GraphTheme } from "../graphTheme";
 import type { GraphSceneRuntime } from "../scene";
 import type {
   GraphAnalyticsSnapshot,
+  GraphDisplayStateSnapshot,
   GraphDiagnosticsSnapshot,
   GraphEffectsState,
   GraphEffectToggle,
@@ -31,6 +32,8 @@ export type GraphPluginActionRequest =
   | { type: "focusNode"; nodeId: string }
   | { type: "selectNode"; nodeId: string }
   | { type: "setViewMode"; viewMode: GraphViewMode }
+  | { type: "collapseNeighborhood" }
+  | { type: "expandNeighborhood" }
   | { type: "toggleEffect"; effect: GraphEffectToggle }
   | { type: "setEffect"; effect: GraphEffectToggle; enabled: boolean }
   | { type: "togglePanel"; panelId: string }
@@ -77,6 +80,7 @@ export interface GraphPluginContext {
   getEffectsState: () => GraphEffectsState;
   getDiagnosticsSnapshot: () => GraphDiagnosticsSnapshot | null;
   getAnalyticsSnapshot: () => GraphAnalyticsSnapshot | null;
+  getDisplayState: () => GraphDisplayStateSnapshot;
   isPanelOpen: (panelId: string) => boolean;
   dispatchAction: (action: GraphPluginActionRequest) => void;
 }
diff --git a/explorer/src/workspaces/GraphWorkspace/scene.ts b/explorer/src/workspaces/GraphWorkspace/scene.ts
index 6a099c48..010e24a7 100644
--- a/explorer/src/workspaces/GraphWorkspace/scene.ts
+++ b/explorer/src/workspaces/GraphWorkspace/scene.ts
@@ -48,6 +48,8 @@ export interface GraphSceneProps extends GraphSceneEventMap {
   layoutSource?: GraphLayoutSource;
   onLayoutStatusChange?: (status: GraphLayoutStatus) => void;
   viewMode: GraphViewMode;
+  aggregationEnabled?: boolean;
+  collapsedNeighborhoodNodeIds?: string[];
   className?: string;
   showFitViewButton?: boolean;
   pluginOverlays?: ReactNode[];
diff --git a/explorer/src/workspaces/GraphWorkspace/types.ts b/explorer/src/workspaces/GraphWorkspace/types.ts
index 69b73c12..b679581e 100644
--- a/explorer/src/workspaces/GraphWorkspace/types.ts
+++ b/explorer/src/workspaces/GraphWorkspace/types.ts
@@ -1,4 +1,4 @@
-export type GraphViewMode = "focused" | "full";
+export type GraphViewMode = "focused" | "full" | "grouped";
 export type GraphLayoutSource = "provided" | "carried" | "runtime";
 export type GraphLayoutState = "idle" | "bootstrapping" | "running" | "stabilized" | "interactive" | "failed";
 export type GraphLoadPhase =
@@ -31,6 +31,14 @@ export interface GraphInteractionState {
   isLayoutRunning: boolean;
 }
 
+export interface GraphDisplayStateSnapshot {
+  aggregationEnabled: boolean;
+  groupedViewAvailable: boolean;
+  selectedRootNodeId: string | null;
+  selectedVisibleNeighborIds: string[];
+  selectedCollapsedNeighborIds: string[];
+}
+
 export type GraphEffectToggle =
   | "pathPulseEnabled"
   | "pathFlowEnabled"
@@ -245,6 +253,10 @@ export interface GraphSelectedNodeState {
   valid_until?: string | null;
   properties: Record<string, unknown>;
   neighborCount: number;
+  visibleNeighborCount: number;
+  collapsedNeighborCount: number;
+  isNeighborhoodCollapsed: boolean;
+  canCollapseNeighborhood: boolean;
 }
 
 export interface GraphSelectedEdgeState {
@@ -260,6 +272,12 @@ export interface GraphSelectedEdgeState {
   provenanceCount: number;
   familySize: number;
   siblingCount: number;
+  isAggregated: boolean;
+  aggregateCount: number;
+  rawEdgeIds: string[];
+  bundleKind: "parallel" | "bidirectional" | "community" | null;
+  dominantEdgeType: string | null;
+  representativeWeight: number;
 }
 
 export interface GraphStageHandle {
diff --git a/explorer/tests/graphSceneState.display.test.ts b/explorer/tests/graphSceneState.display.test.ts
new file mode 100644
index 00000000..b4865026
--- /dev/null
+++ b/explorer/tests/graphSceneState.display.test.ts
@@ -0,0 +1,137 @@
+import test from "node:test";
+import assert from "node:assert/strict";
+
+import {
+  batchMergeEdges,
+  batchMergeNodes,
+  clearGraph,
+} from "../src/store/graphStore.ts";
+import { resolveDisplayGraph } from "../src/workspaces/GraphWorkspace/graphSceneState.ts";
+
+function addNode(id: string, semanticGroup = "entity") {
+  batchMergeNodes([
+    {
+      id,
+      attributes: {
+        label: id,
+        content: id,
+        x: 0,
+        y: 0,
+        size: 8,
+        color: "#63E6FF",
+        baseColor: "#63E6FF",
+        nodeType: semanticGroup,
+        semanticGroup,
+        properties: {},
+      },
+    },
+  ]);
+}
+
+function addEdge(id: string, source: string, target: string, weight = 1) {
+  batchMergeEdges([
+    {
+      id,
+      source,
+      target,
+      attributes: {
+        edgeType: "related_to",
+        weight,
+        properties: {},
+      },
+    },
+  ]);
+}
+
+test.beforeEach(() => {
+  clearGraph();
+});
+
+test.after(() => {
+  clearGraph();
+});
+
+test("resolveDisplayGraph bundles parallel edges in full view", () => {
+  addNode("a");
+  addNode("b");
+  addEdge("e1", "a", "b", 1);
+  addEdge("e2", "a", "b", 2);
+
+  const { graph } = resolveDisplayGraph("", [], [], "full", { aggregationEnabled: true });
+  assert.equal(graph.size, 1);
+
+  const edgeId = graph.edges()[0];
+  const attrs = graph.getEdgeAttributes(edgeId) as {
+    isAggregated?: boolean;
+    aggregateCount?: number;
+    rawEdgeIds?: string[];
+    bundleKind?: string;
+  };
+
+  assert.equal(attrs.isAggregated, true);
+  assert.equal(attrs.aggregateCount, 2);
+  assert.deepEqual(new Set(attrs.rawEdgeIds ?? []), new Set(["e1", "e2"]));
+  assert.equal(attrs.bundleKind, "parallel");
+});
+
+test("resolveDisplayGraph collapse keeps path neighbor visible", () => {
+  addNode("center");
+  for (let index = 0; index < 10; index += 1) {
+    const neighbor = `n${index}`;
+    addNode(neighbor);
+    addEdge(`edge-${index}`, "center", neighbor, 1);
+  }
+
+  const { state } = resolveDisplayGraph("center", ["center", "n9"], [], "full", {
+    aggregationEnabled: false,
+    collapsedNeighborhoodNodeIds: ["center"],
+  });
+
+  assert.equal(state.selectedRootNodeId, "center");
+  assert.equal(state.selectedVisibleNeighborIds.includes("n9"), true);
+  assert.equal(state.selectedVisibleNeighborIds.length, 9);
+  assert.equal(state.selectedCollapsedNeighborIds.length, 1);
+});
+
+test("resolveDisplayGraph grouped view emits community nodes and edges", () => {
+  const left = ["a1", "a2", "a3", "a4"];
+  const right = ["b1", "b2", "b3", "b4"];
+
+  [...left, ...right].forEach((nodeId, index) => {
+    addNode(nodeId, index < left.length ? "left" : "right");
+  });
+
+  let edgeIndex = 0;
+  for (let i = 0; i < left.length; i += 1) {
+    for (let j = 0; j < left.length; j += 1) {
+      if (i !== j) {
+        addEdge(`l-${edgeIndex++}`, left[i], left[j], 3);
+      }
+    }
+  }
+
+  for (let i = 0; i < right.length; i += 1) {
+    for (let j = 0; j < right.length; j += 1) {
+      if (i !== j) {
+        addEdge(`r-${edgeIndex++}`, right[i], right[j], 3);
+      }
+    }
+  }
+
+  addEdge("bridge-1", "a1", "b1", 0.1);
+  addEdge("bridge-2", "a2", "b2", 0.1);
+
+  const { graph, state } = resolveDisplayGraph("", [], [], "grouped", { aggregationEnabled: true });
+
+  assert.equal(state.groupedViewAvailable, true);
+
+  const communityNodes = graph.nodes().filter((nodeId) => nodeId.startsWith("__community__"));
+  assert.ok(communityNodes.length >= 2);
+
+  const hasCommunityEdge = graph
+    .edges()
+    .map((edgeId) => graph.getEdgeAttributes(edgeId) as { bundleKind?: string; isAggregated?: boolean; aggregateCount?: number })
+    .some((attrs) => attrs.bundleKind === "community" && attrs.isAggregated === true && Number(attrs.aggregateCount ?? 0) > 0);
+
+  assert.equal(hasCommunityEdge, true);
+});