diff --git a/jolt-core/src/subprotocols/grand_product_quarks.rs b/jolt-core/src/subprotocols/grand_product_quarks.rs
index adaee3837..62057c917 100644
--- a/jolt-core/src/subprotocols/grand_product_quarks.rs
+++ b/jolt-core/src/subprotocols/grand_product_quarks.rs
@@ -207,7 +207,7 @@ where
         // For polynomials of size less than 16 we just use the GKR grand product
         let (quark_proof, mut random, mut claim) = if grand_product.quark_poly().is_some() {
             // When doing the quark hybrid proof, we first prove the grand product of a layer of a polynomial which is N layers deep in the tree
-            // of a standard layered sumcheck grand product, then we use the sumcheck layers to prove via gkr layers that the random point opened
+            // of a standard layered sumcheck grand product, then we use the sumcheck layers to prove via GKR layers that the random point opened
             // by the quark proof is in fact the folded result of the base layer.
             let (quark, random, quark_claim) =
                 QuarkGrandProductProof::<PCS, ProofTranscript>::prove(
@@ -315,8 +315,8 @@ where
         let v_length = v.len();
         let v_variables = v_length.log_2();
 
-        // Compute f(1, x), f(x, 0), and f(x, 1) from v(x)
         let v_polynomial = DensePolynomial::<PCS::Field>::new_padded(v.to_vec());
+        // Compute f(1, x), f(x, 0), and f(x, 1) from v(x)
         let (f_1x, f_x0, f_x1) = v_into_f::<PCS::Field>(&v_polynomial);
 
         let g_polynomial = f_1x.clone();
diff --git a/jolt-core/src/subprotocols/mod.rs b/jolt-core/src/subprotocols/mod.rs
index 7df6213b4..1904bec9e 100644
--- a/jolt-core/src/subprotocols/mod.rs
+++ b/jolt-core/src/subprotocols/mod.rs
@@ -15,7 +15,8 @@ pub enum QuarkHybridLayerDepth {
 }
 
 impl QuarkHybridLayerDepth {
-    // The depth in the product tree of the GKR grand product at which the hybrid scheme will switch to using quarks grand product proofs
+    // The depth in the product tree of the grand product at which the
+    // hybrid implementation will switch to using quarks grand product proofs
     pub fn get_crossover_depth(&self) -> usize {
         match self {
             QuarkHybridLayerDepth::Min => 0, // Always use quarks
diff --git a/jolt-core/src/subprotocols/sparse_grand_product.rs b/jolt-core/src/subprotocols/sparse_grand_product.rs
index 46e746541..1e192b51d 100644
--- a/jolt-core/src/subprotocols/sparse_grand_product.rs
+++ b/jolt-core/src/subprotocols/sparse_grand_product.rs
@@ -386,8 +386,8 @@ impl<F: JoltField, ProofTranscript: Transcript> BatchedCubicSumcheck<F, ProofTra
         assert_eq!(expected, round_claim);
     }
 
-    /// Similar to `BatchedSparseGrandProductLayer::compute_cubic`, but with changes to
-    /// accommodate the differences between `BatchedSparseGrandProductLayer` and
+    /// Similar to `SparseInterleavedPolynomial::compute_cubic`, but with changes to
+    /// accommodate the differences between `SparseInterleavedPolynomial` and
     /// `BatchedGrandProductToggleLayer`. These differences are described in the doc comments
     /// for `BatchedGrandProductToggleLayer::bind`.
     ///
@@ -1046,7 +1046,7 @@ where
     }
 
     /// Computes a batched grand product proof, layer by layer.
-    #[tracing::instrument(skip_all, name = "BatchedGrandProduct::prove_grand_product")]
+    #[tracing::instrument(skip_all, name = "ToggledBatchedGrandProduct::prove_grand_product")]
     fn prove_grand_product(
         &mut self,
         opening_accumulator: Option<&mut ProverOpeningAccumulator<F, ProofTranscript>>,
@@ -1062,7 +1062,7 @@ where
     }
 
     /// Verifies the given grand product proof.
-    #[tracing::instrument(skip_all, name = "BatchedGrandProduct::verify_grand_product")]
+    #[tracing::instrument(skip_all, name = "ToggledBatchedGrandProduct::verify_grand_product")]
     fn verify_grand_product(
         proof: &BatchedGrandProductProof<PCS, ProofTranscript>,
         claimed_outputs: &[F],