diff --git a/4-reduction/sciline-introduction.ipynb b/4-reduction/sciline-introduction.ipynb
index 49855978..c13ed49a 100644
--- a/4-reduction/sciline-introduction.ipynb
+++ b/4-reduction/sciline-introduction.ipynb
@@ -92,7 +92,20 @@
"- List of peaks and associated intensities (diffraction).\n",
"- Etc.\n",
"\n",
- "![Sciline graph example](sciline-graph-example.svg \"Illustration of a Sciline workflow graph\")\n"
+ "![Sciline graph example](sciline-graph-example.svg \"Illustration of a Sciline workflow graph\")\n",
+ "\n",
+ "### How does Sciline know how to build the graph?\n",
+ "\n",
+ "Each domain type is **unique**, and given a list of all functions to be used in the workflow,\n",
+ "Sciline can figure out how to connect the nodes in the graph.\n",
+ "\n",
+ "Think of it like puzzle pieces that fit into each other:\n",
+ "\n",
+ "\n",
+ "\n",
+ "
![](\"sciline-puzzle-1.svg\")
\n",
+ "\n",
+ "![](\"sciline-puzzle-2.svg\")
"
]
},
{
@@ -341,7 +354,6 @@
"execution_count": null,
"id": "19",
"metadata": {},
- "tags": ["raises-exception"],
"outputs": [],
"source": [
"# Uncomment the next line to see the exception\n",
@@ -353,7 +365,6 @@
"execution_count": null,
"id": "20",
"metadata": {},
- "tags": ["raises-exception"],
"outputs": [],
"source": [
"def bad_to_histogram(events: QData, qbins: QBins) -> QHistogram:\n",
@@ -575,7 +586,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.11.14"
+ "version": "3.12.7"
}
},
"nbformat": 4,
diff --git a/4-reduction/sciline-puzzle-1.svg b/4-reduction/sciline-puzzle-1.svg
new file mode 100644
index 00000000..c09bd0ac
--- /dev/null
+++ b/4-reduction/sciline-puzzle-1.svg
@@ -0,0 +1,130 @@
+
+
+
+
diff --git a/4-reduction/sciline-puzzle-2.svg b/4-reduction/sciline-puzzle-2.svg
new file mode 100644
index 00000000..4e9ef336
--- /dev/null
+++ b/4-reduction/sciline-puzzle-2.svg
@@ -0,0 +1,128 @@
+
+
+
+