diff --git a/src/explanation/entity-integrity.md b/src/explanation/entity-integrity.md
index ba804907..b400dd06 100644
--- a/src/explanation/entity-integrity.md
+++ b/src/explanation/entity-integrity.md
@@ -213,7 +213,8 @@ in a single statement.
 
 ## Schema dimensions
 
-A **dimension** is an independent axis of variation in the data. The rule:
+A **schema dimension** — often shortened to *dimension* — is an independent axis of
+variation in the data. The rule:
 
 > **Any table that introduces a new primary-key attribute introduces a new
 > dimension.**
diff --git a/src/how-to/read-diagrams.ipynb b/src/how-to/read-diagrams.ipynb
index d668df94..7c0355f6 100644
--- a/src/how-to/read-diagrams.ipynb
+++ b/src/how-to/read-diagrams.ipynb
@@ -389,20 +389,7 @@
    "cell_type": "markdown",
    "id": "cell-dim-md",
    "metadata": {},
-   "source": [
-    "## Dimensions and Underlined Names\n",
-    "\n",
-    "A **dimension** is a new entity type introduced by a table that defines new primary key attributes. Each underlined table introduces exactly **one** dimension—even if it has multiple new PK attributes, together they identify one new entity type.\n",
-    "\n",
-    "| Visual | Meaning |\n",
-    "|--------|--------|\n",
-    "| **Underlined** | Introduces a new dimension (new entity type) |\n",
-    "| Not underlined | Exists in the space defined by dimensions from referenced tables |\n",
-    "\n",
-    "**Key rules:**\n",
-    "- Computed tables **never** introduce dimensions (always non-underlined)\n",
-    "- Part tables **can** introduce dimensions (may be underlined)"
-   ]
+   "source": "## Dimensions and Underlined Names\n\nA **schema dimension** (often shortened to *dimension*) is a new entity type introduced by a table that defines new primary key attributes. Each underlined table introduces exactly **one** dimension—even if it has multiple new PK attributes, together they identify one new entity type.\n\n| Visual | Meaning |\n|--------|--------|\n| **Underlined** | Introduces a new dimension (new entity type) |\n| Not underlined | Exists in the space defined by dimensions from referenced tables |\n\n**Key rules:**\n- Computed tables **never** introduce dimensions (always non-underlined)\n- Part tables **can** introduce dimensions (may be underlined)"
   },
   {
    "cell_type": "code",
@@ -3473,4 +3460,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
\ No newline at end of file