diff --git a/backend/src/knowledge/adapters/semantic-projection.adapter.ts b/backend/src/knowledge/adapters/semantic-projection.adapter.ts
index e74ae52..3c6b90d 100644
--- a/backend/src/knowledge/adapters/semantic-projection.adapter.ts
+++ b/backend/src/knowledge/adapters/semantic-projection.adapter.ts
@@ -53,14 +53,10 @@ export class DefaultSemanticProjectionAdapter implements SemanticProjectionAdapt
       input.record?.subject ||
       `${input.objectApiName} ${input.record?.id || ''}`.trim();
 
-    /*
+    
     const fieldNarrative = fieldEntries
       .map(([key, value]) => `${key}: ${String(value)}`)
       .join('\n');
-    */
-   const fieldNarrative = fieldEntries
-      .map(([key, value]) => `${String(value)}`)
-      .join('\n');
 
     const commentNarrative = (input.comments || [])
       .map((comment, index) => `Comment ${index + 1}: ${comment.content}`)
@@ -68,9 +64,10 @@ export class DefaultSemanticProjectionAdapter implements SemanticProjectionAdapt
 
     const narrative = [fieldNarrative, commentNarrative].filter(Boolean).join('\n\n');
 
-    // Temporary: use only the name field for embedding to test pure semantic matching.
-    // Widen this back to all field values once semantic results are validated.
-    const embeddingNarrative = String(input.record?.name || title);
+    // Plain values only — no 'key:' prefixes. Comments are handled separately by the chunker.
+    const embeddingNarrative = fieldEntries
+      .map(([, value]) => String(value))
+      .join('\n');
 
     return {
       entityType: input.objectApiName,
diff --git a/backend/src/knowledge/services/semantic-orchestrator.service.ts b/backend/src/knowledge/services/semantic-orchestrator.service.ts
index 7f93d23..c0d5d3e 100644
--- a/backend/src/knowledge/services/semantic-orchestrator.service.ts
+++ b/backend/src/knowledge/services/semantic-orchestrator.service.ts
@@ -72,9 +72,7 @@ export class SemanticOrchestratorService {
     });
 
     const documentId = await this.upsertSemanticDocument(knex, projection);
-    // Temporary: pass empty comments so only embeddingNarrative (name field) is indexed.
-    // Re-enable by replacing [] with `comments` once semantic matching is validated.
-    const chunks = this.chunkerService.chunkText(projection.embeddingNarrative, []);
+    const chunks = this.chunkerService.chunkText(projection.embeddingNarrative, comments);
     this.logger.log(
       `Semantic refresh chunking: ${objectApiName}:${recordId} chunks=${chunks.length}`,
     );