diff --git a/gitnexus-shared/src/scope-resolution/finalize-algorithm.ts b/gitnexus-shared/src/scope-resolution/finalize-algorithm.ts
index df27a8511..a94012a0b 100644
--- a/gitnexus-shared/src/scope-resolution/finalize-algorithm.ts
+++ b/gitnexus-shared/src/scope-resolution/finalize-algorithm.ts
@@ -127,20 +127,22 @@ export interface FinalizedScc {
 /**
  * Counters reported by `finalize`.
  *
- * **Counting granularity** — all edge counters are **per-`ParsedImport`**,
- * not per-materialized-`ImportEdge`. A single `wildcard` ParsedImport that
- * expands to N exports counts as one linked edge in these stats; the
- * materialized output (`FinalizeOutput.imports`) will have N edges for
- * that input. `dynamic-unresolved` ParsedImports count as linked (they
- * pass through with no `linkStatus`), so `linkedEdges` ≠ "has a
+ * **Counting granularity** — `totalEdges` is **per-generated-`ImportEdgeDraft`**,
+ * which may exceed the number of `ParsedImport` records when
+ * `resolveImportTarget` returns a multi-file array (e.g. Go package-scoped
+ * imports fan out to every `.go` file in the target directory). A single
+ * `wildcard` ParsedImport that expands to N exports also counts as one
+ * linked edge here; the materialized output (`FinalizeOutput.imports`) will
+ * have N edges for that input. `dynamic-unresolved` ParsedImports count as
+ * linked (they pass through with no `linkStatus`), so `linkedEdges` ≠ "has a
  * BindingRef" — use the `bindings` map for that.
  *
- * In other words: `totalEdges === input.parsedImports.length` summed
+ * In other words: `totalEdges >= input.parsedImports.length` summed
  * across files, and `linkedEdges + unresolvedEdges === totalEdges`.
  */
 export interface FinalizeStats {
   readonly totalFiles: number;
-  /** Total `ParsedImport` records seen across all files. */
+  /** Total `ImportEdgeDraft` records generated (≥ ParsedImport count). */
   readonly totalEdges: number;
   /**
    * `ParsedImport`s whose finalized edge does NOT carry
diff --git a/gitnexus/src/core/ingestion/languages/go/captures.ts b/gitnexus/src/core/ingestion/languages/go/captures.ts
index baffa9210..8065341b3 100644
--- a/gitnexus/src/core/ingestion/languages/go/captures.ts
+++ b/gitnexus/src/core/ingestion/languages/go/captures.ts
@@ -8,6 +8,31 @@ import { synthesizeGoReceiverBinding } from './receiver-binding.js';
 import { synthesizeGoTypeBindings } from './type-binding.js';
 import { getTreeSitterBufferSize } from '../../constants.js';
 
+/** Go builtin types that must not be qualified with a package prefix. */
+const GO_BUILTIN_TYPES = new Set([
+  'bool',
+  'byte',
+  'complex128',
+  'complex64',
+  'error',
+  'float32',
+  'float64',
+  'int',
+  'int16',
+  'int32',
+  'int64',
+  'int8',
+  'rune',
+  'string',
+  'uint',
+  'uint16',
+  'uint32',
+  'uint64',
+  'uint8',
+  'uintptr',
+  'any',
+]);
+
 function inferPackageName(sourceText: string): string | null {
   const match = sourceText.match(/^\s*package\s+([A-Za-z_][A-Za-z0-9_]*)/m);
   return match?.[1] ?? null;
@@ -155,8 +180,8 @@ export function emitGoScopeCaptures(
       let raw = typeCap.text.trim();
       while (raw.startsWith('*')) raw = raw.slice(1).trim();
       if (raw.startsWith('[]')) raw = raw.slice(2).trim();
-      // Not a builtin or generic — safe to qualify.
       if (raw.includes('.') || raw.startsWith('func(') || raw.startsWith('map[')) continue;
+      if (GO_BUILTIN_TYPES.has(raw)) continue;
       const idx = raw.indexOf('[');
       if (idx !== -1) raw = raw.slice(0, idx);
       out[i] = {
diff --git a/gitnexus/src/core/ingestion/languages/go/range-binding.ts b/gitnexus/src/core/ingestion/languages/go/range-binding.ts
index d4a7b828a..4ba63f46b 100644
--- a/gitnexus/src/core/ingestion/languages/go/range-binding.ts
+++ b/gitnexus/src/core/ingestion/languages/go/range-binding.ts
@@ -96,6 +96,7 @@ function findEnclosingFunctionScope(
   _node: unknown,
   _scopeMap: ReadonlyMap<string, Scope>,
 ): Scope | null {
-  // V1 simplified: return null, use module scope as fallback
+  // V1 simplified: return null, use module scope as fallback.
+  // TODO(#1239): walk up tree-sitter AST to find enclosing func/method declaration.
   return null;
 }