diff --git a/blueprint/src/chapters/qg.tex b/blueprint/src/chapters/qg.tex
new file mode 100644
index 0000000..9c07010
--- /dev/null
+++ b/blueprint/src/chapters/qg.tex
@@ -0,0 +1,41 @@
+\chapter{Quantum graphs}
+
+\begin{definition}\label{QuantumGraph}
+ \uses{QuantumSet, schurMul}
+ \lean{QuantumGraph}\leanok
+ A \textit{quantum graph} is a pair $(B,A)$, where $B$ is a quantum set and $A$ is a linear map $B\to B$ such that $A\bullet A=A$.
+\end{definition}
+
+\begin{definition}\label{QuantumGraph.Real}
+ \uses{QuantumGraph, LinearMap.IsReal}
+ \lean{QuantumGraph.Real}\leanok
+ A quantum graph $(B,A)$ is \textit{real} if $A$ is a real linear map.
+\end{definition}
+
+\begin{lemma}\label{Coalgebra.comul_mul}
+ \uses{QuantumSet}
+ \lean{Coalgebra.comul_mul_of_gns}\leanok
+ Given a quantum set $B$, we have
+ \[m^*m=\sum_i\rmul(u_i)\otimes\lmul(u_i^*),\]
+ where $(u_i)_i$ is an orthonormal basis of $B$.
+\end{lemma}
+\begin{proof}\uses{rmulMapLmul_apply_Upsilon_eq}\leanok
+ Using Lemma \ref{rmulMapLmul_apply_Upsilon_eq}, we get
+ \[m^*m=\Phi(\operatorname{id})=\rmul(u_i)^*\otimes\lmul(u_i).\]
+ Taking adjoints of the above then gives us our desired result.
+\end{proof}
+
+\begin{lemma}\label{QuantumGraph.Real.isPosMap}
+ \uses{QuantumGraph.Real, LinearMap.IsPosMap}
+ \lean{schurIdempotent.isSchurProjection_iff_isPosMap}\leanok
+ Given a quantum graph $(B,A)$, we have $(B,A)$ is real if and only if $A$ is a positive map.
+\end{lemma}
+\begin{proof}\uses{isReal_of_isPosMap, Coalgebra.comul_mul}\leanok
+ If $A$ is a positive map, then it is real by Theorem \ref{isReal_of_isPosMap}.
+ So suppose $A$ is real. Now let $x\in{B}$. Then using Lemma \ref{Coalgebra.comul_mul}, we compute,
+ \begin{align*}
+  A(x^*x) &= (A \bullet A)m(x^*\otimes x)\\
+  &= \sum_im(A\otimes A)(x^*u_i\otimes u_i^*x)\\
+  &= \sum_iA(x^*u_i)A(u_i^*x)=\sum_i{A(u_i^*x)}^*A(u_i^*x) \geq0.
+ \end{align*}
+\end{proof}
diff --git a/blueprint/src/chapters/quantumset.tex b/blueprint/src/chapters/quantumset.tex
index 3ba9223..427ae60 100644
--- a/blueprint/src/chapters/quantumset.tex
+++ b/blueprint/src/chapters/quantumset.tex
@@ -157,4 +157,38 @@ \chapter{Quantum sets}
   \[\Psi_{t,r}(\ketbra{a}{b})=\vartheta_t(a)\otimes{\sigma_r(b)}^{*\operatorname{op}},\]
   with inverse given by
   \[\Psi_{t,r}^{-1}(a\otimes b^{\operatorname{op}})=\ketbra{\sigma_{-t}(a)}{\vartheta_{-r}(b^*)}.\]
- \end{definition}
\ No newline at end of file
+ \end{definition}
+
+ \begin{definition}\label{tenSwap}
+  \lean{tenSwap}\leanok
+  We define the tensor swap map to be $\varrho\colon A\otimes B^{\operatorname{op}}\cong B\otimes A^{\operatorname{op}}$, given by $x\otimes y^{\operatorname{op}}\mapsto y\otimes x^{\operatorname{op}}$.
+ \end{definition}
+
+ \begin{definition}\label{Upsilon}
+  \uses{QuantumSet.Psi, tenSwap}
+  \lean{Upsilon}\leanok
+  We define $\Upsilon$ to be the linear isomorphism from $\Bcal(\mathcal{A}_1,\mathcal{A}_2)$ to $\mathcal{A}_1\otimes\mathcal{A}_2$ given by $(\operatorname{id}\otimes\operatorname{unop})\varrho\Psi_{0,1}$.
+ \end{definition}
+
+ % \begin{lemma}\lean{}
+ %  $\Upsilon(\ketbra{a}{b})=\sigma_{-1}(b^*)\otimes a$.
+ % \end{lemma}
+ % \begin{lemma}
+ %  $\Upsilon^{-1}(a\otimes b)=\ketbra{b}{\sigma_{-1}(a^*)}$.
+ % \end{lemma}
+ 
+ \begin{definition}\label{PhiMap}
+  \uses{Upsilon}
+  \lean{PhiMap}\leanok
+  We define $\Phi$ to be the linear isomorphism from $\Bcal(\mathcal{A}_1,\mathcal{A}_2)$ to the bimodule maps in $\Bcal(\mathcal{A}_1\otimes\mathcal{A}_2)$ given by $(\rmul\otimes\lmul)\Upsilon$.
+ \end{definition}
+
+ \begin{lemma}\label{rmulMapLmul_apply_Upsilon_eq}
+  \uses{PhiMap}
+  \lean{rmulMapLmul_apply_Upsilon_eq}\leanok
+  \[\Phi(A)=(\operatorname{id}\otimes m)(\operatorname{id}\otimes A\otimes\operatorname{id})(m^*\otimes\operatorname{id}).\]
+ \end{lemma}
+ \begin{proof}
+  
+ \end{proof}
+
diff --git a/blueprint/src/chapters/scene.tex b/blueprint/src/chapters/scene.tex
index 3eaf231..8b8aec7 100644
--- a/blueprint/src/chapters/scene.tex
+++ b/blueprint/src/chapters/scene.tex
@@ -5,3 +5,4 @@
 \input{chapters/quantumset.tex}
 \input{chapters/schur.tex}
 \input{chapters/posmap.tex}
+\input{chapters/qg.tex}