diff --git a/codes/quantum/properties/hamiltonian/commuting_projector.yml b/codes/quantum/properties/hamiltonian/commuting_projector.yml
index 562572900..93ed52588 100644
--- a/codes/quantum/properties/hamiltonian/commuting_projector.yml
+++ b/codes/quantum/properties/hamiltonian/commuting_projector.yml
@@ -13,7 +13,7 @@ description: |
 
 protection: |
   Geometrically local commuting-projector code Hamiltonians on Euclidean manifolds are stable with respect to small perturbations when they satisfy the \hyperref[topic:tqo]{TQO conditions}, meaning that a notion of a phase can be defined \cite{arxiv:1001.4363,arxiv:1001.0344,arxiv:1109.1588,arxiv:1810.02428,arxiv:2010.15337}.
-  This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC exhibiting check soundness \cite{arxiv:2411.01002}.
+  This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC codes exhibiting check soundness \cite{arxiv:2411.01002} (see also \cite{arxiv:2411.02384}).
 
   2D topological order on qubit manifolds requires weight-four Hamiltonian terms, i.e., it cannot be stabilized via weight-two or weight-three terms on nearly Euclidean geometries of qubits or qutrits \cite{arxiv:quant-ph/0308021,arxiv:1102.0770,arxiv:1803.02213}.
   Hamiltonians with weight-two (two-body) terms cannot be used for suppressing errors \cite{arxiv:1410.5487}.
@@ -23,11 +23,11 @@ relations:
   parents:
     - code_id: hamiltonian
       detail: 'Geometrically local commuting-projector code Hamiltonians on Euclidean manifolds are stable with respect to small perturbations when they satisfy the \hyperref[topic:tqo]{TQO conditions}, meaning that a notion of a phase can be defined \cite{arxiv:1001.4363,arxiv:1001.0344,arxiv:1109.1588,arxiv:1810.02428,arxiv:2010.15337}.
-      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC exhibiting check soundness \cite{arxiv:2411.01002}.'
+      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC codes exhibiting check soundness \cite{arxiv:2411.01002} (see also \cite{arxiv:2411.02384}).'
   cousins:
     - code_id: topological
       detail: 'Geometrically local commuting-projector code Hamiltonians on Euclidean manifolds are stable with respect to small perturbations when they satisfy the \hyperref[topic:tqo]{TQO conditions}, meaning that a notion of a phase can be defined \cite{arxiv:1001.4363,arxiv:1001.0344,arxiv:1109.1588,arxiv:1810.02428,arxiv:2010.15337}.
-      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC exhibiting check soundness \cite{arxiv:2411.01002}.'
+      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC codes exhibiting check soundness \cite{arxiv:2411.01002} (see also \cite{arxiv:2411.02384}).'
 
 
 # Begin Entry Meta Information
diff --git a/codes/quantum/properties/stabilizer/lattice/translationally_invariant_stabilizer.yml b/codes/quantum/properties/stabilizer/lattice/translationally_invariant_stabilizer.yml
index 52017065d..2a6adc701 100644
--- a/codes/quantum/properties/stabilizer/lattice/translationally_invariant_stabilizer.yml
+++ b/codes/quantum/properties/stabilizer/lattice/translationally_invariant_stabilizer.yml
@@ -63,6 +63,7 @@ features:
   decoders:
     - 'Clustering decoder \cite{doi:10.7907/AHMQ-EG82,arxiv:1112.3252}.'
     - 'Quantum neural-network (QNN) decoder \cite{arxiv:2401.06300}.'
+    - 'Almost linear-time decoder \cite{arxiv:2411.02928}.'
 
 relations:
   parents:
diff --git a/codes/quantum/properties/stabilizer/qldpc/qldpc.yml b/codes/quantum/properties/stabilizer/qldpc/qldpc.yml
index d086c1170..ac0a0fb77 100644
--- a/codes/quantum/properties/stabilizer/qldpc/qldpc.yml
+++ b/codes/quantum/properties/stabilizer/qldpc/qldpc.yml
@@ -133,7 +133,7 @@ relations:
     - code_id: ldpc
     - code_id: topological
       detail: 'Topological codes are not generally defined using Pauli strings. However, for appropriate tesselations, the codespace is the ground-state subspace of a geometrically local Hamiltonian. In this sense, topological codes are QLDPC codes. Geometrically local commuting-projector code Hamiltonians on Euclidean manifolds are stable with respect to small perturbations when they satisfy the \hyperref[topic:tqo]{TQO conditions}, meaning that a notion of a phase can be defined \cite{arxiv:1001.4363,arxiv:1001.0344,arxiv:1109.1588,arxiv:1810.02428,arxiv:2010.15337}.
-      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC exhibiting check soundness \cite{arxiv:2411.01002}.'
+      This notion can be extended to semi-hyperbolic manifolds \cite{arxiv:2405.19412} and non-geometrically local QLDPC codes exhibiting check soundness \cite{arxiv:2411.01002} (see also \cite{arxiv:2411.02384}).'
     - code_id: dynamic_gen
       detail: 'QLDPC codes can arise from a dynamical process \cite{arxiv:2004.09560}.'
     - code_id: hamiltonian