diff --git a/docs/tutorials/01_chemistry_hamiltonian.ipynb b/docs/tutorials/01_chemistry_hamiltonian.ipynb
index 7c18e9f..3ee40c6 100644
--- a/docs/tutorials/01_chemistry_hamiltonian.ipynb
+++ b/docs/tutorials/01_chemistry_hamiltonian.ipynb
@@ -409,7 +409,7 @@
     "for i in range(iterations):\n",
     "    print(f\"Starting configuration recovery iteration {i}\")\n",
     "    # On the first iteration, we have no orbital occupancy information from the\n",
-    "    # solver, so we just post-select from the full bitstring set based on hamming weight.\n",
+    "    # solver, so we begin with the full set of noisy configurations.\n",
     "    if occupancies_bitwise is None:\n",
     "        bs_mat_tmp = bitstring_matrix_full\n",
     "        probs_arr_tmp = probs_arr_full\n",
@@ -425,7 +425,8 @@
     "            rand_seed=rng,\n",
     "        )\n",
     "\n",
-    "    # Throw out configurations with incorrect particle number in either the spin-up or spin-down systems\n",
+    "    # Create batches of subsamples. We post-select here to remove configurations\n",
+    "    # with incorrect hamming weight during iteration 0, since no config recovery was performed.\n",
     "    batches = postselect_and_subsample(\n",
     "        bs_mat_tmp,\n",
     "        probs_arr_tmp,\n",