diff --git a/notebooks/tutorial.ipynb b/notebooks/tutorial.ipynb
index 7f79de22..cfee4903 100644
--- a/notebooks/tutorial.ipynb
+++ b/notebooks/tutorial.ipynb
@@ -86,8 +86,8 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "[2023-11-27 15:06:43,279][INFO]: Connecting root@fakeservices.datajoint.io:3306\n",
-      "[2023-11-27 15:06:43,287][INFO]: Connected root@fakeservices.datajoint.io:3306\n"
+      "[2023-11-28 19:33:47,134][INFO]: Connecting root@fakeservices.datajoint.io:3306\n",
+      "[2023-11-28 19:33:47,142][INFO]: Connected root@fakeservices.datajoint.io:3306\n"
      ]
     },
     {
@@ -125,7 +125,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "[2023-11-27 15:06:47,930][WARNING]: lab.Project and related tables will be removed in a future version of Element Lab. Please use the project schema.\n"
+      "[2023-11-28 19:33:49,428][WARNING]: lab.Project and related tables will be removed in a future version of Element Lab. Please use the project schema.\n"
      ]
     }
    ],
@@ -149,447 +149,447 @@
     {
      "data": {
       "image/svg+xml": [
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+       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"754pt\" height=\"666pt\" viewBox=\"0.00 0.00 753.50 666.00\">\n",
        "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 662)\">\n",
        "<title>%3</title>\n",
-       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-662 749,-662 749,4 -4,4\"/>\n",
-       "<!-- ephys.LFP.Electrode -->\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-662 749.5,-662 749.5,4 -4,4\"/>\n",
+       "<!-- ephys.LFP -->\n",
        "<g id=\"node1\" class=\"node\">\n",
-       "<title>ephys.LFP.Electrode</title>\n",
-       "<g id=\"a_node1\"><a xlink:title=\"→ ephys.LFP\r→ probe.ElectrodeConfig.Electrode\r------------------------------\rlfp                  \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"326.5,-295 219.5,-295 219.5,-276 326.5,-276 326.5,-295\"/>\n",
-       "<text text-anchor=\"middle\" x=\"273\" y=\"-283\" font-family=\"arial\" font-size=\"10.00\">ephys.LFP.Electrode</text>\n",
+       "<title>ephys.LFP</title>\n",
+       "<g id=\"a_node1\"><a xlink:title=\"→ ephys.EphysRecording\r------------------------------\rlfp_sampling_rate    \rlfp_time_stamps      \rlfp_mean             \r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"273.5\" cy=\"-356.5\" rx=\"46.5\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"273.5\" y=\"-353.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.LFP</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.WaveformSet.PeakWaveform -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
-       "<title>ephys.WaveformSet.PeakWaveform</title>\n",
-       "<g id=\"a_node2\"><a xlink:title=\"→ ephys.WaveformSet\r→ ephys.CuratedClustering.Unit\r------------------------------\rpeak_electrode_waveform \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"510.5,-19 335.5,-19 335.5,0 510.5,0 510.5,-19\"/>\n",
-       "<text text-anchor=\"middle\" x=\"423\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.WaveformSet.PeakWaveform</text>\n",
+       "<!-- ephys.LFP.Electrode -->\n",
+       "<g id=\"node25\" class=\"node\">\n",
+       "<title>ephys.LFP.Electrode</title>\n",
+       "<g id=\"a_node25\"><a xlink:title=\"→ ephys.LFP\r→ probe.ElectrodeConfig.Electrode\r------------------------------\rlfp                  \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"327,-295 220,-295 220,-276 327,-276 327,-295\"/>\n",
+       "<text text-anchor=\"middle\" x=\"273.5\" y=\"-283\" font-family=\"arial\" font-size=\"10.00\">ephys.LFP.Electrode</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringTask -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
-       "<title>ephys.ClusteringTask</title>\n",
-       "<g id=\"a_node3\"><a xlink:title=\"→ ephys.EphysRecording\r→ ephys.ClusteringParamSet\r------------------------------\rclustering_output_dir=&quot;&quot; \rtask_mode=&quot;load&quot;     \r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"200.5,-374 69.5,-374 69.5,-339 200.5,-339 200.5,-374\"/>\n",
-       "<text text-anchor=\"middle\" x=\"135\" y=\"-353.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">ephys.ClusteringTask</text>\n",
+       "<!-- ephys.LFP&#45;&gt;ephys.LFP.Electrode -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>ephys.LFP-&gt;ephys.LFP.Electrode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M273.5,-338.8C273.5,-325.08 273.5,-306.19 273.5,-295.27\"/>\n",
+       "</g>\n",
+       "<!-- ephys.EphysRecording.EphysFile -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>ephys.EphysRecording.EphysFile</title>\n",
+       "<g id=\"a_node2\"><a xlink:title=\"→ ephys.EphysRecording\rfile_path            \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"501.5,-366 337.5,-366 337.5,-347 501.5,-347 501.5,-366\"/>\n",
+       "<text text-anchor=\"start\" x=\"345.5\" y=\"-355\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.EphysRecording.EphysFile</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.Clustering -->\n",
-       "<g id=\"node11\" class=\"node\">\n",
-       "<title>ephys.Clustering</title>\n",
-       "<g id=\"a_node11\"><a xlink:title=\"→ ephys.ClusteringTask\r------------------------------\rclustering_time      \rpackage_version=&quot;&quot;   \r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"135\" cy=\"-285.5\" rx=\"66.75\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"135\" y=\"-282.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.Clustering</text>\n",
+       "<!-- ephys.QualityMetrics.Cluster -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>ephys.QualityMetrics.Cluster</title>\n",
+       "<g id=\"a_node3\"><a xlink:title=\"→ ephys.QualityMetrics\r→ ephys.CuratedClustering.Unit\r------------------------------\rfiring_rate=null     \rsnr=null             \rpresence_ratio=null  \risi_violation=null   \rnumber_violation=null \ramplitude_cutoff=null \risolation_distance=null \rl_ratio=null         \rd_prime=null         \rnn_hit_rate=null     \rnn_miss_rate=null    \rsilhouette_score=null \rmax_drift=null       \rcumulative_drift=null \rcontamination_rate=null \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"143,-19 0,-19 0,0 143,0 143,-19\"/>\n",
+       "<text text-anchor=\"middle\" x=\"71.5\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.QualityMetrics.Cluster</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringTask&#45;&gt;ephys.Clustering -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>ephys.ClusteringTask-&gt;ephys.Clustering</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M135,-338.8C135,-327.95 135,-313.87 135,-303.05\"/>\n",
-       "</g>\n",
-       "<!-- ephys.QualityMetrics -->\n",
+       "<!-- probe.ProbeType.Electrode -->\n",
        "<g id=\"node4\" class=\"node\">\n",
-       "<title>ephys.QualityMetrics</title>\n",
-       "<g id=\"a_node4\"><a xlink:title=\"→ ephys.CuratedClustering\r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"121\" cy=\"-72.5\" rx=\"80\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"121\" y=\"-69.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.QualityMetrics</text>\n",
+       "<title>probe.ProbeType.Electrode</title>\n",
+       "<g id=\"a_node4\"><a xlink:title=\"→ probe.ProbeType\relectrode            \r------------------------------\rshank                \rshank_col            \rshank_row            \rx_coord=null         \ry_coord=null         \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"745.5,-579 611.5,-579 611.5,-560 745.5,-560 745.5,-579\"/>\n",
+       "<text text-anchor=\"start\" x=\"619.5\" y=\"-568\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ProbeType.Electrode</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.QualityMetrics.Waveform -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>ephys.QualityMetrics.Waveform</title>\n",
-       "<g id=\"a_node7\"><a xlink:title=\"→ ephys.QualityMetrics\r→ ephys.CuratedClustering.Unit\r------------------------------\ramplitude            \rduration             \rhalfwidth=null       \rpt_ratio=null        \rrepolarization_slope=null \rrecovery_slope=null  \rspread=null          \rvelocity_above=null  \rvelocity_below=null  \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"156,-19 0,-19 0,0 156,0 156,-19\"/>\n",
-       "<text text-anchor=\"middle\" x=\"78\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.QualityMetrics.Waveform</text>\n",
+       "<!-- probe.ElectrodeConfig.Electrode -->\n",
+       "<g id=\"node19\" class=\"node\">\n",
+       "<title>probe.ElectrodeConfig.Electrode</title>\n",
+       "<g id=\"a_node19\"><a xlink:title=\"→ probe.ElectrodeConfig\r→ probe.ProbeType.Electrode\r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"683.5,-437 525.5,-437 525.5,-418 683.5,-418 683.5,-437\"/>\n",
+       "<text text-anchor=\"middle\" x=\"604.5\" y=\"-425\" font-family=\"arial\" font-size=\"10.00\">probe.ElectrodeConfig.Electrode</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.QualityMetrics&#45;&gt;ephys.QualityMetrics.Waveform -->\n",
+       "<!-- probe.ProbeType.Electrode&#45;&gt;probe.ElectrodeConfig.Electrode -->\n",
        "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>ephys.QualityMetrics-&gt;ephys.QualityMetrics.Waveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M109.48,-55.15C101.32,-43.58 90.69,-28.51 84.11,-19.17\"/>\n",
+       "<title>probe.ProbeType.Electrode-&gt;probe.ElectrodeConfig.Electrode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M678.27,-559.71C677.49,-543.23 674.1,-507.03 659.5,-481 649.17,-462.58 630.27,-446.68 617.54,-437.34\"/>\n",
        "</g>\n",
-       "<!-- ephys.QualityMetrics.Cluster -->\n",
-       "<g id=\"node18\" class=\"node\">\n",
-       "<title>ephys.QualityMetrics.Cluster</title>\n",
-       "<g id=\"a_node18\"><a xlink:title=\"→ ephys.QualityMetrics\r→ ephys.CuratedClustering.Unit\r------------------------------\rfiring_rate=null     \rsnr=null             \rpresence_ratio=null  \risi_violation=null   \rnumber_violation=null \ramplitude_cutoff=null \risolation_distance=null \rl_ratio=null         \rd_prime=null         \rnn_hit_rate=null     \rnn_miss_rate=null    \rsilhouette_score=null \rmax_drift=null       \rcumulative_drift=null \rcontamination_rate=null \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"317.5,-19 174.5,-19 174.5,0 317.5,0 317.5,-19\"/>\n",
-       "<text text-anchor=\"middle\" x=\"246\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.QualityMetrics.Cluster</text>\n",
+       "<!-- ephys.Curation -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>ephys.Curation</title>\n",
+       "<g id=\"a_node5\"><a xlink:title=\"→ ephys.Clustering\rcuration_id          \r------------------------------\rcuration_time        \rcuration_output_dir  \rquality_control      \rmanual_curation      \rcuration_note=&quot;&quot;     \r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"263.5,-232 165.5,-232 165.5,-197 263.5,-197 263.5,-232\"/>\n",
+       "<text text-anchor=\"start\" x=\"173.5\" y=\"-212.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">ephys.Curation</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.QualityMetrics&#45;&gt;ephys.QualityMetrics.Cluster -->\n",
+       "<!-- ephys.CuratedClustering -->\n",
+       "<g id=\"node17\" class=\"node\">\n",
+       "<title>ephys.CuratedClustering</title>\n",
+       "<g id=\"a_node17\"><a xlink:title=\"→ ephys.Curation\r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"292.5\" cy=\"-143.5\" rx=\"93.25\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"292.5\" y=\"-140.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.CuratedClustering</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- ephys.Curation&#45;&gt;ephys.CuratedClustering -->\n",
        "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>ephys.QualityMetrics-&gt;ephys.QualityMetrics.Cluster</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M152.22,-56.26C176.23,-44.55 208.53,-28.78 228.28,-19.15\"/>\n",
+       "<title>ephys.Curation-&gt;ephys.CuratedClustering</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M233.38,-196.8C245.74,-185.87 261.8,-171.66 274.06,-160.81\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering.Unit -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>ephys.CuratedClustering.Unit</title>\n",
-       "<g id=\"a_node5\"><a xlink:title=\"→ ephys.CuratedClustering\runit                 \r------------------------------\r→ probe.ElectrodeConfig.Electrode\r→ ephys.ClusterQualityLabel\rspike_count          \rspike_times          \rspike_sites          \rspike_depths=null    \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"365,-82 219,-82 219,-63 365,-63 365,-82\"/>\n",
-       "<text text-anchor=\"start\" x=\"227\" y=\"-71\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.CuratedClustering.Unit</text>\n",
+       "<!-- ephys.ProbeInsertion -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>ephys.ProbeInsertion</title>\n",
+       "<g id=\"a_node6\"><a xlink:title=\"→ session.Session\rinsertion_number     \r------------------------------\r→ probe.Probe\r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"345.5,-516 215.5,-516 215.5,-481 345.5,-481 345.5,-516\"/>\n",
+       "<text text-anchor=\"start\" x=\"223.5\" y=\"-496.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">ephys.ProbeInsertion</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.WaveformSet.PeakWaveform -->\n",
+       "<!-- ephys.InsertionLocation -->\n",
+       "<g id=\"node13\" class=\"node\">\n",
+       "<title>ephys.InsertionLocation</title>\n",
+       "<g id=\"a_node13\"><a xlink:title=\"→ ephys.ProbeInsertion\r------------------------------\r→ `neuro_lab`.`#skull_reference`\rap_location          \rml_location          \rdepth                \rtheta=null           \rphi=null             \rbeta=null            \r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"313,-445 170,-445 170,-410 313,-410 313,-445\"/>\n",
+       "<text text-anchor=\"middle\" x=\"241.5\" y=\"-424.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">ephys.InsertionLocation</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- ephys.ProbeInsertion&#45;&gt;ephys.InsertionLocation -->\n",
        "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering.Unit-&gt;ephys.WaveformSet.PeakWaveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M310.49,-62.89C335.46,-51.26 379.68,-30.67 404.6,-19.07\"/>\n",
+       "<title>ephys.ProbeInsertion-&gt;ephys.InsertionLocation</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M271.06,-480.8C264.93,-469.95 256.97,-455.87 250.85,-445.05\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.QualityMetrics.Waveform -->\n",
+       "<!-- ephys.EphysRecording -->\n",
+       "<g id=\"node21\" class=\"node\">\n",
+       "<title>ephys.EphysRecording</title>\n",
+       "<g id=\"a_node21\"><a xlink:title=\"→ ephys.ProbeInsertion\r------------------------------\r→ probe.ElectrodeConfig\r→ ephys.AcquisitionSoftware\rsampling_rate        \rrecording_datetime   \rrecording_duration   \r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"419.5\" cy=\"-427.5\" rx=\"88.25\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"419.5\" y=\"-424.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.EphysRecording</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- ephys.ProbeInsertion&#45;&gt;ephys.EphysRecording -->\n",
        "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering.Unit-&gt;ephys.QualityMetrics.Waveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M261.79,-62.89C221.01,-51.26 148.76,-30.67 108.05,-19.07\"/>\n",
+       "<title>ephys.ProbeInsertion-&gt;ephys.EphysRecording</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M313.79,-480.97C336.44,-469.73 366.21,-454.95 388.38,-443.95\"/>\n",
        "</g>\n",
-       "<!-- ephys.WaveformSet.Waveform -->\n",
-       "<g id=\"node8\" class=\"node\">\n",
-       "<title>ephys.WaveformSet.Waveform</title>\n",
-       "<g id=\"a_node8\"><a xlink:title=\"→ ephys.WaveformSet\r→ ephys.CuratedClustering.Unit\r→ probe.ElectrodeConfig.Electrode\r------------------------------\rwaveform_mean        \rwaveforms=null       \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"681,-19 529,-19 529,0 681,0 681,-19\"/>\n",
-       "<text text-anchor=\"middle\" x=\"605\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.WaveformSet.Waveform</text>\n",
+       "<!-- probe.ElectrodeConfig -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>probe.ElectrodeConfig</title>\n",
+       "<g id=\"a_node7\"><a xlink:title=\"electrode_config_hash \r------------------------------\r→ probe.ProbeType\relectrode_config_name \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"650,-516 537,-516 537,-481 650,-481 650,-516\"/>\n",
+       "<text text-anchor=\"start\" x=\"545\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ElectrodeConfig</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.WaveformSet.Waveform -->\n",
+       "<!-- probe.ElectrodeConfig&#45;&gt;probe.ElectrodeConfig.Electrode -->\n",
        "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering.Unit-&gt;ephys.WaveformSet.Waveform</title>\n",
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+       "<title>probe.ElectrodeConfig-&gt;probe.ElectrodeConfig.Electrode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M596.16,-480.8C598.35,-467.08 601.36,-448.19 603.1,-437.27\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.QualityMetrics.Cluster -->\n",
+       "<!-- probe.ElectrodeConfig&#45;&gt;ephys.EphysRecording -->\n",
        "<g id=\"edge7\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering.Unit-&gt;ephys.QualityMetrics.Cluster</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M285.41,-62.76C276.66,-51.16 261.32,-30.81 252.58,-19.22\"/>\n",
+       "<title>probe.ElectrodeConfig-&gt;ephys.EphysRecording</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M551.82,-480.97C522.97,-469.53 484.88,-454.43 456.99,-443.36\"/>\n",
        "</g>\n",
-       "<!-- session.Session -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
-       "<title>session.Session</title>\n",
-       "<g id=\"a_node6\"><a xlink:title=\"→ subject.Subject\rsession_datetime     \r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"332,-587 228,-587 228,-552 332,-552 332,-587\"/>\n",
-       "<text text-anchor=\"start\" x=\"236\" y=\"-567.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
+       "<!-- ephys.WaveformSet.PeakWaveform -->\n",
+       "<g id=\"node8\" class=\"node\">\n",
+       "<title>ephys.WaveformSet.PeakWaveform</title>\n",
+       "<g id=\"a_node8\"><a xlink:title=\"→ ephys.WaveformSet\r→ ephys.CuratedClustering.Unit\r------------------------------\rpeak_electrode_waveform \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"511,-19 336,-19 336,0 511,0 511,-19\"/>\n",
+       "<text text-anchor=\"middle\" x=\"423.5\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.WaveformSet.PeakWaveform</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.ProbeInsertion -->\n",
-       "<g id=\"node13\" class=\"node\">\n",
-       "<title>ephys.ProbeInsertion</title>\n",
-       "<g id=\"a_node13\"><a xlink:title=\"→ session.Session\rinsertion_number     \r------------------------------\r→ probe.Probe\r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"345,-516 215,-516 215,-481 345,-481 345,-516\"/>\n",
-       "<text text-anchor=\"start\" x=\"223\" y=\"-496.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">ephys.ProbeInsertion</text>\n",
+       "<!-- ephys.CuratedClustering.Unit -->\n",
+       "<g id=\"node9\" class=\"node\">\n",
+       "<title>ephys.CuratedClustering.Unit</title>\n",
+       "<g id=\"a_node9\"><a xlink:title=\"→ ephys.CuratedClustering\runit                 \r------------------------------\r→ probe.ElectrodeConfig.Electrode\r→ ephys.ClusterQualityLabel\rspike_count          \rspike_times          \rspike_sites          \rspike_depths=null    \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"365.5,-82 219.5,-82 219.5,-63 365.5,-63 365.5,-82\"/>\n",
+       "<text text-anchor=\"start\" x=\"227.5\" y=\"-71\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.CuratedClustering.Unit</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- session.Session&#45;&gt;ephys.ProbeInsertion -->\n",
+       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.QualityMetrics.Cluster -->\n",
        "<g id=\"edge8\" class=\"edge\">\n",
-       "<title>session.Session-&gt;ephys.ProbeInsertion</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M280,-551.8C280,-540.95 280,-526.87 280,-516.05\"/>\n",
-       "</g>\n",
-       "<!-- ephys.LFP -->\n",
-       "<g id=\"node9\" class=\"node\">\n",
-       "<title>ephys.LFP</title>\n",
-       "<g id=\"a_node9\"><a xlink:title=\"→ ephys.EphysRecording\r------------------------------\rlfp_sampling_rate    \rlfp_time_stamps      \rlfp_mean             \r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"273\" cy=\"-356.5\" rx=\"46.5\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"273\" y=\"-353.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.LFP</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<title>ephys.CuratedClustering.Unit-&gt;ephys.QualityMetrics.Cluster</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M261.3,-62.89C219.19,-51.26 144.57,-30.67 102.54,-19.07\"/>\n",
        "</g>\n",
-       "<!-- ephys.LFP&#45;&gt;ephys.LFP.Electrode -->\n",
+       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.WaveformSet.PeakWaveform -->\n",
        "<g id=\"edge9\" class=\"edge\">\n",
-       "<title>ephys.LFP-&gt;ephys.LFP.Electrode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M273,-338.8C273,-325.08 273,-306.19 273,-295.27\"/>\n",
-       "</g>\n",
-       "<!-- ephys.Curation -->\n",
-       "<g id=\"node10\" class=\"node\">\n",
-       "<title>ephys.Curation</title>\n",
-       "<g id=\"a_node10\"><a xlink:title=\"→ ephys.Clustering\rcuration_id          \r------------------------------\rcuration_time        \rcuration_output_dir  \rquality_control      \rmanual_curation      \rcuration_note=&quot;&quot;     \r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"263,-232 165,-232 165,-197 263,-197 263,-232\"/>\n",
-       "<text text-anchor=\"start\" x=\"173\" y=\"-212.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">ephys.Curation</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<title>ephys.CuratedClustering.Unit-&gt;ephys.WaveformSet.PeakWaveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M310.99,-62.89C335.96,-51.26 380.18,-30.67 405.1,-19.07\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering -->\n",
-       "<g id=\"node17\" class=\"node\">\n",
-       "<title>ephys.CuratedClustering</title>\n",
-       "<g id=\"a_node17\"><a xlink:title=\"→ ephys.Curation\r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"292\" cy=\"-143.5\" rx=\"93.25\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"292\" y=\"-140.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.CuratedClustering</text>\n",
+       "<!-- ephys.WaveformSet.Waveform -->\n",
+       "<g id=\"node14\" class=\"node\">\n",
+       "<title>ephys.WaveformSet.Waveform</title>\n",
+       "<g id=\"a_node14\"><a xlink:title=\"→ ephys.WaveformSet\r→ ephys.CuratedClustering.Unit\r→ probe.ElectrodeConfig.Electrode\r------------------------------\rwaveform_mean        \rwaveforms=null       \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"681.5,-19 529.5,-19 529.5,0 681.5,0 681.5,-19\"/>\n",
+       "<text text-anchor=\"middle\" x=\"605.5\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.WaveformSet.Waveform</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.Curation&#45;&gt;ephys.CuratedClustering -->\n",
+       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.WaveformSet.Waveform -->\n",
        "<g id=\"edge10\" class=\"edge\">\n",
-       "<title>ephys.Curation-&gt;ephys.CuratedClustering</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M232.88,-196.8C245.24,-185.87 261.3,-171.66 273.56,-160.81\"/>\n",
-       "</g>\n",
-       "<!-- ephys.Clustering&#45;&gt;ephys.Curation -->\n",
-       "<g id=\"edge11\" class=\"edge\">\n",
-       "<title>ephys.Clustering-&gt;ephys.Curation</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M153.32,-268.5C165.81,-257.59 182.31,-243.18 194.95,-232.14\"/>\n",
+       "<title>ephys.CuratedClustering.Unit-&gt;ephys.WaveformSet.Waveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M334.62,-62.95C347.43,-60.38 361.53,-57.55 374.5,-55 439.22,-42.26 514.21,-27.88 560.76,-19\"/>\n",
        "</g>\n",
-       "<!-- ephys.AcquisitionSoftware -->\n",
-       "<g id=\"node12\" class=\"node\">\n",
-       "<title>ephys.AcquisitionSoftware</title>\n",
-       "<g id=\"a_node12\"><a xlink:title=\"acq_software         \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"496.5,-516 363.5,-516 363.5,-481 496.5,-481 496.5,-516\"/>\n",
-       "<text text-anchor=\"start\" x=\"371.5\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.AcquisitionSoftware</text>\n",
+       "<!-- ephys.QualityMetrics.Waveform -->\n",
+       "<g id=\"node22\" class=\"node\">\n",
+       "<title>ephys.QualityMetrics.Waveform</title>\n",
+       "<g id=\"a_node22\"><a xlink:title=\"→ ephys.QualityMetrics\r→ ephys.CuratedClustering.Unit\r------------------------------\ramplitude            \rduration             \rhalfwidth=null       \rpt_ratio=null        \rrepolarization_slope=null \rrecovery_slope=null  \rspread=null          \rvelocity_above=null  \rvelocity_below=null  \r\">\n",
+       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"317.5,-19 161.5,-19 161.5,0 317.5,0 317.5,-19\"/>\n",
+       "<text text-anchor=\"middle\" x=\"239.5\" y=\"-7\" font-family=\"arial\" font-size=\"10.00\">ephys.QualityMetrics.Waveform</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.EphysRecording -->\n",
-       "<g id=\"node15\" class=\"node\">\n",
-       "<title>ephys.EphysRecording</title>\n",
-       "<g id=\"a_node15\"><a xlink:title=\"→ ephys.ProbeInsertion\r------------------------------\r→ probe.ElectrodeConfig\r→ ephys.AcquisitionSoftware\rsampling_rate        \rrecording_datetime   \rrecording_duration   \r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"419\" cy=\"-427.5\" rx=\"88.25\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"419\" y=\"-424.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.EphysRecording</text>\n",
+       "<!-- ephys.CuratedClustering.Unit&#45;&gt;ephys.QualityMetrics.Waveform -->\n",
+       "<g id=\"edge11\" class=\"edge\">\n",
+       "<title>ephys.CuratedClustering.Unit-&gt;ephys.QualityMetrics.Waveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M284.91,-62.76C274.83,-51.16 257.15,-30.81 247.08,-19.22\"/>\n",
+       "</g>\n",
+       "<!-- ephys.WaveformSet -->\n",
+       "<g id=\"node10\" class=\"node\">\n",
+       "<title>ephys.WaveformSet</title>\n",
+       "<g id=\"a_node10\"><a xlink:title=\"→ ephys.CuratedClustering\r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"461.5\" cy=\"-72.5\" rx=\"77.5\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"461.5\" y=\"-69.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.WaveformSet</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.AcquisitionSoftware&#45;&gt;ephys.EphysRecording -->\n",
+       "<!-- ephys.WaveformSet&#45;&gt;ephys.WaveformSet.PeakWaveform -->\n",
        "<g id=\"edge12\" class=\"edge\">\n",
-       "<title>ephys.AcquisitionSoftware-&gt;ephys.EphysRecording</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M427.34,-480.8C425.61,-469.95 423.36,-455.87 421.64,-445.05\"/>\n",
+       "<title>ephys.WaveformSet-&gt;ephys.WaveformSet.PeakWaveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M451.12,-54.83C443.91,-43.26 434.6,-28.32 428.84,-19.08\"/>\n",
        "</g>\n",
-       "<!-- ephys.ProbeInsertion&#45;&gt;ephys.EphysRecording -->\n",
+       "<!-- ephys.WaveformSet&#45;&gt;ephys.WaveformSet.Waveform -->\n",
        "<g id=\"edge13\" class=\"edge\">\n",
-       "<title>ephys.ProbeInsertion-&gt;ephys.EphysRecording</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M313.29,-480.97C335.94,-469.73 365.71,-454.95 387.88,-443.95\"/>\n",
+       "<title>ephys.WaveformSet-&gt;ephys.WaveformSet.Waveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M496.36,-56.73C524.16,-44.96 562.13,-28.87 585.18,-19.11\"/>\n",
        "</g>\n",
-       "<!-- ephys.InsertionLocation -->\n",
-       "<g id=\"node24\" class=\"node\">\n",
-       "<title>ephys.InsertionLocation</title>\n",
-       "<g id=\"a_node24\"><a xlink:title=\"→ ephys.ProbeInsertion\r------------------------------\r→ `neuro_lab`.`#skull_reference`\rap_location          \rml_location          \rdepth                \rtheta=null           \rphi=null             \rbeta=null            \r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"312.5,-445 169.5,-445 169.5,-410 312.5,-410 312.5,-445\"/>\n",
-       "<text text-anchor=\"middle\" x=\"241\" y=\"-424.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">ephys.InsertionLocation</text>\n",
+       "<!-- probe.ProbeType -->\n",
+       "<g id=\"node11\" class=\"node\">\n",
+       "<title>probe.ProbeType</title>\n",
+       "<g id=\"a_node11\"><a xlink:title=\"probe_type           \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"723.5,-658 633.5,-658 633.5,-623 723.5,-623 723.5,-658\"/>\n",
+       "<text text-anchor=\"start\" x=\"641.5\" y=\"-639\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ProbeType</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.ProbeInsertion&#45;&gt;ephys.InsertionLocation -->\n",
+       "<!-- probe.ProbeType&#45;&gt;probe.ProbeType.Electrode -->\n",
        "<g id=\"edge14\" class=\"edge\">\n",
-       "<title>ephys.ProbeInsertion-&gt;ephys.InsertionLocation</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M270.56,-480.8C264.43,-469.95 256.47,-455.87 250.35,-445.05\"/>\n",
+       "<title>probe.ProbeType-&gt;probe.ProbeType.Electrode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M678.5,-622.8C678.5,-609.08 678.5,-590.19 678.5,-579.27\"/>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig.Electrode -->\n",
-       "<g id=\"node14\" class=\"node\">\n",
-       "<title>probe.ElectrodeConfig.Electrode</title>\n",
-       "<g id=\"a_node14\"><a xlink:title=\"→ probe.ElectrodeConfig\r→ probe.ProbeType.Electrode\r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"683,-437 525,-437 525,-418 683,-418 683,-437\"/>\n",
-       "<text text-anchor=\"middle\" x=\"604\" y=\"-425\" font-family=\"arial\" font-size=\"10.00\">probe.ElectrodeConfig.Electrode</text>\n",
-       "</a>\n",
+       "<!-- probe.ProbeType&#45;&gt;probe.ElectrodeConfig -->\n",
+       "<g id=\"edge15\" class=\"edge\">\n",
+       "<title>probe.ProbeType-&gt;probe.ElectrodeConfig</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M641.7,-622.79C627.06,-614.22 611.57,-602.32 602.5,-587 589.59,-565.18 589.64,-534.87 591.27,-516.25\"/>\n",
        "</g>\n",
+       "<!-- probe.Probe -->\n",
+       "<g id=\"node12\" class=\"node\">\n",
+       "<title>probe.Probe</title>\n",
+       "<g id=\"a_node12\"><a xlink:title=\"probe                \r------------------------------\r→ probe.ProbeType\rprobe_comment=&quot;&quot;     \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"488,-587 419,-587 419,-552 488,-552 488,-587\"/>\n",
+       "<text text-anchor=\"start\" x=\"427\" y=\"-568\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.Probe</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.LFP.Electrode -->\n",
-       "<g id=\"edge15\" class=\"edge\">\n",
-       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.LFP.Electrode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M595.88,-417.86C576.94,-397.9 529.93,-349.47 510,-339 451.8,-308.42 376.53,-295.61 326.6,-290.28\"/>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.CuratedClustering.Unit -->\n",
+       "<!-- probe.ProbeType&#45;&gt;probe.Probe -->\n",
        "<g id=\"edge16\" class=\"edge\">\n",
-       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.CuratedClustering.Unit</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M600.04,-417.87C590.5,-396.24 567,-337.79 567,-286.5 567,-286.5 567,-286.5 567,-213.5 567,-159.12 394.08,-102.95 322.48,-82.03\"/>\n",
+       "<title>probe.ProbeType-&gt;probe.Probe</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M633.24,-625.62C590.38,-612.48 526.95,-593.02 488.03,-581.09\"/>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.WaveformSet.Waveform -->\n",
+       "<!-- probe.Probe&#45;&gt;ephys.ProbeInsertion -->\n",
        "<g id=\"edge17\" class=\"edge\">\n",
-       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.WaveformSet.Waveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M604.1,-417.98C604.36,-396.13 605,-336.33 605,-286.5 605,-286.5 605,-286.5 605,-142.5 605,-95.98 605,-40.24 605,-19.15\"/>\n",
-       "</g>\n",
-       "<!-- ephys.EphysRecording&#45;&gt;ephys.ClusteringTask -->\n",
-       "<g id=\"edge18\" class=\"edge\">\n",
-       "<title>ephys.EphysRecording-&gt;ephys.ClusteringTask</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M365.58,-413.52C318.82,-402.16 250.73,-385.62 200.66,-373.45\"/>\n",
-       "</g>\n",
-       "<!-- ephys.EphysRecording&#45;&gt;ephys.LFP -->\n",
-       "<g id=\"edge19\" class=\"edge\">\n",
-       "<title>ephys.EphysRecording-&gt;ephys.LFP</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M386.6,-411.19C360.89,-399.04 325.34,-382.23 300.89,-370.68\"/>\n",
+       "<title>probe.Probe-&gt;ephys.ProbeInsertion</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M418.91,-554.7C391,-543.57 351.66,-527.88 322.05,-516.07\"/>\n",
        "</g>\n",
-       "<!-- ephys.EphysRecording.EphysFile -->\n",
-       "<g id=\"node20\" class=\"node\">\n",
-       "<title>ephys.EphysRecording.EphysFile</title>\n",
-       "<g id=\"a_node20\"><a xlink:title=\"→ ephys.EphysRecording\rfile_path            \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"501,-366 337,-366 337,-347 501,-347 501,-366\"/>\n",
-       "<text text-anchor=\"start\" x=\"345\" y=\"-355\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.EphysRecording.EphysFile</text>\n",
+       "<!-- ephys.AcquisitionSoftware -->\n",
+       "<g id=\"node15\" class=\"node\">\n",
+       "<title>ephys.AcquisitionSoftware</title>\n",
+       "<g id=\"a_node15\"><a xlink:title=\"acq_software         \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"497,-516 364,-516 364,-481 497,-481 497,-516\"/>\n",
+       "<text text-anchor=\"start\" x=\"372\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.AcquisitionSoftware</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.EphysRecording&#45;&gt;ephys.EphysRecording.EphysFile -->\n",
-       "<g id=\"edge20\" class=\"edge\">\n",
-       "<title>ephys.EphysRecording-&gt;ephys.EphysRecording.EphysFile</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M419,-409.8C419,-396.08 419,-377.19 419,-366.27\"/>\n",
+       "<!-- ephys.AcquisitionSoftware&#45;&gt;ephys.EphysRecording -->\n",
+       "<g id=\"edge18\" class=\"edge\">\n",
+       "<title>ephys.AcquisitionSoftware-&gt;ephys.EphysRecording</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M427.84,-480.8C426.11,-469.95 423.86,-455.87 422.14,-445.05\"/>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringMethod -->\n",
+       "<!-- ephys.QualityMetrics -->\n",
        "<g id=\"node16\" class=\"node\">\n",
-       "<title>ephys.ClusteringMethod</title>\n",
-       "<g id=\"a_node16\"><a xlink:title=\"clustering_method    \r------------------------------\rclustering_method_desc \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"145,-516 23,-516 23,-481 145,-481 145,-516\"/>\n",
-       "<text text-anchor=\"start\" x=\"31\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusteringMethod</text>\n",
+       "<title>ephys.QualityMetrics</title>\n",
+       "<g id=\"a_node16\"><a xlink:title=\"→ ephys.CuratedClustering\r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"121.5\" cy=\"-72.5\" rx=\"80\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"121.5\" y=\"-69.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.QualityMetrics</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringParamSet -->\n",
-       "<g id=\"node19\" class=\"node\">\n",
-       "<title>ephys.ClusteringParamSet</title>\n",
-       "<g id=\"a_node19\"><a xlink:title=\"paramset_idx         \r------------------------------\r→ ephys.ClusteringMethod\rparamset_desc        \rparam_set_hash       \rparams               \rUNIQUE INDEX (param_set_hash)\r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"151,-445 17,-445 17,-410 151,-410 151,-445\"/>\n",
-       "<text text-anchor=\"start\" x=\"25\" y=\"-426\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusteringParamSet</text>\n",
-       "</a>\n",
+       "<!-- ephys.QualityMetrics&#45;&gt;ephys.QualityMetrics.Cluster -->\n",
+       "<g id=\"edge19\" class=\"edge\">\n",
+       "<title>ephys.QualityMetrics-&gt;ephys.QualityMetrics.Cluster</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M108.1,-55.15C98.61,-43.58 86.26,-28.51 78.61,-19.17\"/>\n",
        "</g>\n",
+       "<!-- ephys.QualityMetrics&#45;&gt;ephys.QualityMetrics.Waveform -->\n",
+       "<g id=\"edge20\" class=\"edge\">\n",
+       "<title>ephys.QualityMetrics-&gt;ephys.QualityMetrics.Waveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M151.28,-56.11C173.94,-44.39 204.31,-28.69 222.86,-19.1\"/>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringMethod&#45;&gt;ephys.ClusteringParamSet -->\n",
+       "<!-- ephys.CuratedClustering&#45;&gt;ephys.CuratedClustering.Unit -->\n",
        "<g id=\"edge21\" class=\"edge\">\n",
-       "<title>ephys.ClusteringMethod-&gt;ephys.ClusteringParamSet</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M84,-480.8C84,-469.95 84,-455.87 84,-445.05\"/>\n",
+       "<title>ephys.CuratedClustering-&gt;ephys.CuratedClustering.Unit</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M292.5,-125.8C292.5,-112.08 292.5,-93.19 292.5,-82.27\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering&#45;&gt;ephys.QualityMetrics -->\n",
+       "<!-- ephys.CuratedClustering&#45;&gt;ephys.WaveformSet -->\n",
        "<g id=\"edge22\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering-&gt;ephys.QualityMetrics</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M254.47,-127.36C225.57,-115.69 185.85,-99.67 157.27,-88.13\"/>\n",
+       "<title>ephys.CuratedClustering-&gt;ephys.WaveformSet</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M329.59,-127.36C358.15,-115.69 397.41,-99.67 425.66,-88.13\"/>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering&#45;&gt;ephys.CuratedClustering.Unit -->\n",
+       "<!-- ephys.CuratedClustering&#45;&gt;ephys.QualityMetrics -->\n",
        "<g id=\"edge23\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering-&gt;ephys.CuratedClustering.Unit</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M292,-125.8C292,-112.08 292,-93.19 292,-82.27\"/>\n",
+       "<title>ephys.CuratedClustering-&gt;ephys.QualityMetrics</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M254.97,-127.36C226.07,-115.69 186.35,-99.67 157.77,-88.13\"/>\n",
        "</g>\n",
-       "<!-- ephys.WaveformSet -->\n",
-       "<g id=\"node22\" class=\"node\">\n",
-       "<title>ephys.WaveformSet</title>\n",
-       "<g id=\"a_node22\"><a xlink:title=\"→ ephys.CuratedClustering\r\">\n",
-       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"461\" cy=\"-72.5\" rx=\"77.5\" ry=\"17.5\"/>\n",
-       "<text text-anchor=\"middle\" x=\"461\" y=\"-69.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.WaveformSet</text>\n",
+       "<!-- subject.Subject -->\n",
+       "<g id=\"node18\" class=\"node\">\n",
+       "<title>subject.Subject</title>\n",
+       "<g id=\"a_node18\"><a xlink:title=\"subject              \r------------------------------\rsubject_nickname=&quot;&quot;  \rsex                  \rsubject_birth_date   \rsubject_description=&quot;&quot; \r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"329.5,-658 231.5,-658 231.5,-623 329.5,-623 329.5,-658\"/>\n",
+       "<text text-anchor=\"start\" x=\"239.5\" y=\"-638.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- ephys.CuratedClustering&#45;&gt;ephys.WaveformSet -->\n",
-       "<g id=\"edge24\" class=\"edge\">\n",
-       "<title>ephys.CuratedClustering-&gt;ephys.WaveformSet</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M329.09,-127.36C357.65,-115.69 396.91,-99.67 425.16,-88.13\"/>\n",
+       "<!-- session.Session -->\n",
+       "<g id=\"node23\" class=\"node\">\n",
+       "<title>session.Session</title>\n",
+       "<g id=\"a_node23\"><a xlink:title=\"→ subject.Subject\rsession_datetime     \r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"332.5,-587 228.5,-587 228.5,-552 332.5,-552 332.5,-587\"/>\n",
+       "<text text-anchor=\"start\" x=\"236.5\" y=\"-567.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">session.Session</text>\n",
+       "</a>\n",
        "</g>\n",
-       "<!-- ephys.ClusteringParamSet&#45;&gt;ephys.ClusteringTask -->\n",
-       "<g id=\"edge25\" class=\"edge\">\n",
-       "<title>ephys.ClusteringParamSet-&gt;ephys.ClusteringTask</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M96.35,-409.8C104.36,-398.95 114.77,-384.87 122.77,-374.05\"/>\n",
        "</g>\n",
-       "<!-- probe.ProbeType.Electrode -->\n",
-       "<g id=\"node21\" class=\"node\">\n",
-       "<title>probe.ProbeType.Electrode</title>\n",
-       "<g id=\"a_node21\"><a xlink:title=\"→ probe.ProbeType\relectrode            \r------------------------------\rshank                \rshank_col            \rshank_row            \rx_coord=null         \ry_coord=null         \r\">\n",
-       "<polygon fill=\"transparent\" stroke=\"transparent\" points=\"745,-579 611,-579 611,-560 745,-560 745,-579\"/>\n",
-       "<text text-anchor=\"start\" x=\"619\" y=\"-568\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ProbeType.Electrode</text>\n",
-       "</a>\n",
+       "<!-- subject.Subject&#45;&gt;session.Session -->\n",
+       "<g id=\"edge24\" class=\"edge\">\n",
+       "<title>subject.Subject-&gt;session.Session</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M280.5,-622.8C280.5,-611.95 280.5,-597.87 280.5,-587.05\"/>\n",
        "</g>\n",
+       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.CuratedClustering.Unit -->\n",
+       "<g id=\"edge25\" class=\"edge\">\n",
+       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.CuratedClustering.Unit</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M600.54,-417.87C591,-396.24 567.5,-337.79 567.5,-286.5 567.5,-286.5 567.5,-286.5 567.5,-213.5 567.5,-159.12 394.58,-102.95 322.98,-82.03\"/>\n",
        "</g>\n",
-       "<!-- probe.ProbeType.Electrode&#45;&gt;probe.ElectrodeConfig.Electrode -->\n",
+       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.WaveformSet.Waveform -->\n",
        "<g id=\"edge26\" class=\"edge\">\n",
-       "<title>probe.ProbeType.Electrode-&gt;probe.ElectrodeConfig.Electrode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M677.77,-559.71C676.99,-543.23 673.6,-507.03 659,-481 648.67,-462.58 629.77,-446.68 617.04,-437.34\"/>\n",
+       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.WaveformSet.Waveform</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M604.6,-417.98C604.86,-396.13 605.5,-336.33 605.5,-286.5 605.5,-286.5 605.5,-286.5 605.5,-142.5 605.5,-95.98 605.5,-40.24 605.5,-19.15\"/>\n",
        "</g>\n",
-       "<!-- ephys.WaveformSet&#45;&gt;ephys.WaveformSet.PeakWaveform -->\n",
+       "<!-- probe.ElectrodeConfig.Electrode&#45;&gt;ephys.LFP.Electrode -->\n",
        "<g id=\"edge27\" class=\"edge\">\n",
-       "<title>ephys.WaveformSet-&gt;ephys.WaveformSet.PeakWaveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M450.62,-54.83C443.41,-43.26 434.1,-28.32 428.34,-19.08\"/>\n",
-       "</g>\n",
-       "<!-- ephys.WaveformSet&#45;&gt;ephys.WaveformSet.Waveform -->\n",
-       "<g id=\"edge28\" class=\"edge\">\n",
-       "<title>ephys.WaveformSet-&gt;ephys.WaveformSet.Waveform</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M495.86,-56.73C523.66,-44.96 561.63,-28.87 584.68,-19.11\"/>\n",
+       "<title>probe.ElectrodeConfig.Electrode-&gt;ephys.LFP.Electrode</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M596.38,-417.86C577.44,-397.9 530.43,-349.47 510.5,-339 452.3,-308.42 377.03,-295.61 327.1,-290.28\"/>\n",
        "</g>\n",
-       "<!-- subject.Subject -->\n",
-       "<g id=\"node23\" class=\"node\">\n",
-       "<title>subject.Subject</title>\n",
-       "<g id=\"a_node23\"><a xlink:title=\"subject              \r------------------------------\rsubject_nickname=&quot;&quot;  \rsex                  \rsubject_birth_date   \rsubject_description=&quot;&quot; \r\">\n",
-       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"329,-658 231,-658 231,-623 329,-623 329,-658\"/>\n",
-       "<text text-anchor=\"start\" x=\"239\" y=\"-638.4\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"12.00\" fill=\"darkgreen\">subject.Subject</text>\n",
+       "<!-- ephys.ClusteringMethod -->\n",
+       "<g id=\"node20\" class=\"node\">\n",
+       "<title>ephys.ClusteringMethod</title>\n",
+       "<g id=\"a_node20\"><a xlink:title=\"clustering_method    \r------------------------------\rclustering_method_desc \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"145.5,-516 23.5,-516 23.5,-481 145.5,-481 145.5,-516\"/>\n",
+       "<text text-anchor=\"start\" x=\"31.5\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusteringMethod</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- subject.Subject&#45;&gt;session.Session -->\n",
-       "<g id=\"edge29\" class=\"edge\">\n",
-       "<title>subject.Subject-&gt;session.Session</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M280,-622.8C280,-611.95 280,-597.87 280,-587.05\"/>\n",
-       "</g>\n",
-       "<!-- probe.Probe -->\n",
-       "<g id=\"node25\" class=\"node\">\n",
-       "<title>probe.Probe</title>\n",
-       "<g id=\"a_node25\"><a xlink:title=\"probe                \r------------------------------\r→ probe.ProbeType\rprobe_comment=&quot;&quot;     \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"487.5,-587 418.5,-587 418.5,-552 487.5,-552 487.5,-587\"/>\n",
-       "<text text-anchor=\"start\" x=\"426.5\" y=\"-568\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.Probe</text>\n",
+       "<!-- ephys.ClusteringParamSet -->\n",
+       "<g id=\"node24\" class=\"node\">\n",
+       "<title>ephys.ClusteringParamSet</title>\n",
+       "<g id=\"a_node24\"><a xlink:title=\"paramset_idx         \r------------------------------\r→ ephys.ClusteringMethod\rparamset_desc        \rparam_set_hash       \rparams               \rUNIQUE INDEX (param_set_hash)\r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"151.5,-445 17.5,-445 17.5,-410 151.5,-410 151.5,-445\"/>\n",
+       "<text text-anchor=\"start\" x=\"25.5\" y=\"-426\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusteringParamSet</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- probe.Probe&#45;&gt;ephys.ProbeInsertion -->\n",
+       "<!-- ephys.ClusteringMethod&#45;&gt;ephys.ClusteringParamSet -->\n",
+       "<g id=\"edge28\" class=\"edge\">\n",
+       "<title>ephys.ClusteringMethod-&gt;ephys.ClusteringParamSet</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M84.5,-480.8C84.5,-469.95 84.5,-455.87 84.5,-445.05\"/>\n",
+       "</g>\n",
+       "<!-- ephys.EphysRecording&#45;&gt;ephys.LFP -->\n",
+       "<g id=\"edge29\" class=\"edge\">\n",
+       "<title>ephys.EphysRecording-&gt;ephys.LFP</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M387.1,-411.19C361.39,-399.04 325.84,-382.23 301.39,-370.68\"/>\n",
+       "</g>\n",
+       "<!-- ephys.EphysRecording&#45;&gt;ephys.EphysRecording.EphysFile -->\n",
        "<g id=\"edge30\" class=\"edge\">\n",
-       "<title>probe.Probe-&gt;ephys.ProbeInsertion</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M418.41,-554.7C390.5,-543.57 351.16,-527.88 321.55,-516.07\"/>\n",
+       "<title>ephys.EphysRecording-&gt;ephys.EphysRecording.EphysFile</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M419.5,-409.8C419.5,-396.08 419.5,-377.19 419.5,-366.27\"/>\n",
        "</g>\n",
-       "<!-- probe.ProbeType -->\n",
-       "<g id=\"node26\" class=\"node\">\n",
-       "<title>probe.ProbeType</title>\n",
-       "<g id=\"a_node26\"><a xlink:title=\"probe_type           \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"723,-658 633,-658 633,-623 723,-623 723,-658\"/>\n",
-       "<text text-anchor=\"start\" x=\"641\" y=\"-639\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ProbeType</text>\n",
+       "<!-- ephys.ClusteringTask -->\n",
+       "<g id=\"node28\" class=\"node\">\n",
+       "<title>ephys.ClusteringTask</title>\n",
+       "<g id=\"a_node28\"><a xlink:title=\"→ ephys.EphysRecording\r→ ephys.ClusteringParamSet\r------------------------------\rclustering_output_dir=&quot;&quot; \rtask_mode=&quot;load&quot;     \r\">\n",
+       "<polygon fill=\"#00ff00\" fill-opacity=\"0.188235\" stroke=\"#00ff00\" stroke-opacity=\"0.188235\" points=\"201,-374 70,-374 70,-339 201,-339 201,-374\"/>\n",
+       "<text text-anchor=\"middle\" x=\"135.5\" y=\"-353.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"darkgreen\">ephys.ClusteringTask</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
-       "<!-- probe.ProbeType&#45;&gt;probe.ProbeType.Electrode -->\n",
+       "<!-- ephys.EphysRecording&#45;&gt;ephys.ClusteringTask -->\n",
        "<g id=\"edge31\" class=\"edge\">\n",
-       "<title>probe.ProbeType-&gt;probe.ProbeType.Electrode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M678,-622.8C678,-609.08 678,-590.19 678,-579.27\"/>\n",
+       "<title>ephys.EphysRecording-&gt;ephys.ClusteringTask</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M366.08,-413.52C319.32,-402.16 251.23,-385.62 201.16,-373.45\"/>\n",
        "</g>\n",
-       "<!-- probe.ProbeType&#45;&gt;probe.Probe -->\n",
+       "<!-- session.Session&#45;&gt;ephys.ProbeInsertion -->\n",
        "<g id=\"edge32\" class=\"edge\">\n",
-       "<title>probe.ProbeType-&gt;probe.Probe</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M632.74,-625.62C589.88,-612.48 526.45,-593.02 487.53,-581.09\"/>\n",
-       "</g>\n",
-       "<!-- probe.ElectrodeConfig -->\n",
-       "<g id=\"node28\" class=\"node\">\n",
-       "<title>probe.ElectrodeConfig</title>\n",
-       "<g id=\"a_node28\"><a xlink:title=\"electrode_config_hash \r------------------------------\r→ probe.ProbeType\relectrode_config_name \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"649.5,-516 536.5,-516 536.5,-481 649.5,-481 649.5,-516\"/>\n",
-       "<text text-anchor=\"start\" x=\"544.5\" y=\"-497\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">probe.ElectrodeConfig</text>\n",
-       "</a>\n",
-       "</g>\n",
+       "<title>session.Session-&gt;ephys.ProbeInsertion</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M280.5,-551.8C280.5,-540.95 280.5,-526.87 280.5,-516.05\"/>\n",
        "</g>\n",
-       "<!-- probe.ProbeType&#45;&gt;probe.ElectrodeConfig -->\n",
+       "<!-- ephys.ClusteringParamSet&#45;&gt;ephys.ClusteringTask -->\n",
        "<g id=\"edge33\" class=\"edge\">\n",
-       "<title>probe.ProbeType-&gt;probe.ElectrodeConfig</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M641.2,-622.79C626.56,-614.22 611.07,-602.32 602,-587 589.09,-565.18 589.14,-534.87 590.77,-516.25\"/>\n",
+       "<title>ephys.ClusteringParamSet-&gt;ephys.ClusteringTask</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M96.85,-409.8C104.86,-398.95 115.27,-384.87 123.27,-374.05\"/>\n",
        "</g>\n",
        "<!-- ephys.ClusterQualityLabel -->\n",
-       "<g id=\"node27\" class=\"node\">\n",
+       "<g id=\"node26\" class=\"node\">\n",
        "<title>ephys.ClusterQualityLabel</title>\n",
-       "<g id=\"a_node27\"><a xlink:title=\"cluster_quality_label \r------------------------------\rcluster_quality_description \r\">\n",
-       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"180.5,-161 49.5,-161 49.5,-126 180.5,-126 180.5,-161\"/>\n",
-       "<text text-anchor=\"start\" x=\"57.5\" y=\"-142\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusterQualityLabel</text>\n",
+       "<g id=\"a_node26\"><a xlink:title=\"cluster_quality_label \r------------------------------\rcluster_quality_description \r\">\n",
+       "<polygon fill=\"#000000\" fill-opacity=\"0.125490\" stroke=\"transparent\" points=\"181,-161 50,-161 50,-126 181,-126 181,-161\"/>\n",
+       "<text text-anchor=\"start\" x=\"58\" y=\"-142\" font-family=\"arial\" text-decoration=\"underline\" font-size=\"10.00\">ephys.ClusterQualityLabel</text>\n",
        "</a>\n",
        "</g>\n",
        "</g>\n",
        "<!-- ephys.ClusterQualityLabel&#45;&gt;ephys.CuratedClustering.Unit -->\n",
        "<g id=\"edge34\" class=\"edge\">\n",
        "<title>ephys.ClusterQualityLabel-&gt;ephys.CuratedClustering.Unit</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M157.4,-125.97C192.78,-112.18 241.81,-93.06 269.89,-82.12\"/>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M157.9,-125.97C193.28,-112.18 242.31,-93.06 270.39,-82.12\"/>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig&#45;&gt;probe.ElectrodeConfig.Electrode -->\n",
+       "<!-- ephys.Clustering -->\n",
+       "<g id=\"node27\" class=\"node\">\n",
+       "<title>ephys.Clustering</title>\n",
+       "<g id=\"a_node27\"><a xlink:title=\"→ ephys.ClusteringTask\r------------------------------\rclustering_time      \rpackage_version=&quot;&quot;   \r\">\n",
+       "<ellipse fill=\"#00007f\" fill-opacity=\"0.250980\" stroke=\"#00007f\" stroke-opacity=\"0.250980\" cx=\"135.5\" cy=\"-285.5\" rx=\"66.75\" ry=\"17.5\"/>\n",
+       "<text text-anchor=\"middle\" x=\"135.5\" y=\"-282.4\" font-family=\"arial\" font-size=\"12.00\" fill=\"#00007f\" fill-opacity=\"0.627451\">ephys.Clustering</text>\n",
+       "</a>\n",
+       "</g>\n",
+       "</g>\n",
+       "<!-- ephys.Clustering&#45;&gt;ephys.Curation -->\n",
        "<g id=\"edge35\" class=\"edge\">\n",
-       "<title>probe.ElectrodeConfig-&gt;probe.ElectrodeConfig.Electrode</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M595.66,-480.8C597.85,-467.08 600.86,-448.19 602.6,-437.27\"/>\n",
+       "<title>ephys.Clustering-&gt;ephys.Curation</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-opacity=\"0.250980\" d=\"M153.82,-268.5C166.31,-257.59 182.81,-243.18 195.45,-232.14\"/>\n",
        "</g>\n",
-       "<!-- probe.ElectrodeConfig&#45;&gt;ephys.EphysRecording -->\n",
+       "<!-- ephys.ClusteringTask&#45;&gt;ephys.Clustering -->\n",
        "<g id=\"edge36\" class=\"edge\">\n",
-       "<title>probe.ElectrodeConfig-&gt;ephys.EphysRecording</title>\n",
-       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"0.75\" stroke-dasharray=\"5,2\" stroke-opacity=\"0.250980\" d=\"M551.32,-480.97C522.47,-469.53 484.38,-454.43 456.49,-443.36\"/>\n",
+       "<title>ephys.ClusteringTask-&gt;ephys.Clustering</title>\n",
+       "<path fill=\"none\" stroke=\"#000000\" stroke-width=\"2\" stroke-opacity=\"0.250980\" d=\"M135.5,-338.8C135.5,-327.95 135.5,-313.87 135.5,-303.05\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>"
       ],
       "text/plain": [
-       "<datajoint.diagram.Diagram at 0x7fe9f76cd040>"
+       "<datajoint.diagram.Diagram at 0x7f5bc46bdf40>"
       ]
      },
      "execution_count": 4,
@@ -626,7 +626,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -716,7 +716,7 @@
        " (Total: 0)"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -727,7 +727,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -750,7 +750,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -765,7 +765,7 @@
        "subject_description=\"\" : varchar(1024)                # "
       ]
      },
-     "execution_count": 8,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -786,7 +786,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -880,7 +880,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -902,7 +902,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -921,7 +921,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -932,7 +932,7 @@
        "session_datetime     : datetime                     # "
       ]
      },
-     "execution_count": 11,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -959,7 +959,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -968,7 +968,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -1050,7 +1050,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1069,7 +1069,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -1155,7 +1155,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1180,7 +1180,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -1266,7 +1266,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1289,7 +1289,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -1311,7 +1311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -1325,7 +1325,7 @@
        "probe                : varchar(32)                  # unique identifier for this model of probe (e.g. serial number)"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1336,7 +1336,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -1426,7 +1426,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1451,7 +1451,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -1541,7 +1541,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1561,7 +1561,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -1660,7 +1660,7 @@
        " (Total: 0)"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1671,7 +1671,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -1758,7 +1758,7 @@
        " (Total: 0)"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1769,14 +1769,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "EphysRecording: 100%|██████████| 1/1 [00:01<00:00,  1.51s/it]\n"
+      "EphysRecording: 100%|██████████| 1/1 [00:01<00:00,  1.25s/it]\n"
      ]
     }
    ],
@@ -1794,7 +1794,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -1900,7 +1900,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1911,7 +1911,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -2001,7 +2001,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2028,7 +2028,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -2043,7 +2043,7 @@
        "params               : longblob                     # dictionary of all applicable parameters"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2054,7 +2054,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -2148,7 +2148,7 @@
        " (Total: 1)"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2203,7 +2203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -2219,7 +2219,7 @@
        "task_mode=\"load\"     : enum('load','trigger')       # 'load': load computed analysis results, 'trigger': trigger computation"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2250,7 +2250,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2267,14 +2267,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Clustering: 100%|██████████| 1/1 [00:00<00:00,  2.71it/s]\n"
+      "Clustering: 100%|██████████| 1/1 [00:00<00:00,  3.27it/s]\n"
      ]
     }
    ],
@@ -2295,7 +2295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -2315,7 +2315,7 @@
        "curation_note=\"\"     : varchar(2000)                # "
       ]
      },
-     "execution_count": 30,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2326,7 +2326,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2345,7 +2345,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -2354,9 +2354,9 @@
      "text": [
       "CuratedClustering:   0%|          | 0/1 [00:00<?, ?it/s]/workspaces/element-array-ephys/element_array_ephys/readers/kilosort.py:172: RuntimeWarning: invalid value encountered in divide\n",
       "  self._data[\"spike_depths\"] = np.sum(\n",
-      "CuratedClustering: 100%|██████████| 1/1 [00:20<00:00, 20.09s/it]\n",
-      "LFP: 100%|██████████| 1/1 [00:32<00:00, 32.91s/it]\n",
-      "WaveformSet: 100%|██████████| 1/1 [00:34<00:00, 34.60s/it]\n"
+      "CuratedClustering: 100%|██████████| 1/1 [00:18<00:00, 18.03s/it]\n",
+      "LFP: 100%|██████████| 1/1 [00:32<00:00, 32.30s/it]\n",
+      "WaveformSet: 100%|██████████| 1/1 [00:32<00:00, 32.97s/it]\n"
      ]
     }
    ],
@@ -2394,7 +2394,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2432,7 +2432,7 @@
     "plt.plot(lfp_average)\n",
     "plt.title(\"Average LFP Waveform for Insertion 1\")\n",
     "plt.xlabel(\"Samples\")\n",
-    "plt.ylabel(\"microvolts (uV)\")"
+    "plt.ylabel(\"microvolts (uV)\");"
    ]
   },
   {
@@ -2487,7 +2487,7 @@
     "y = np.hstack([np.full_like(s, u) for u, s in zip(units, unit_spiketimes)])\n",
     "plt.plot(x, y, \"|\")\n",
     "plt.xlabel(\"Time (s)\")\n",
-    "plt.ylabel(\"Unit\")"
+    "plt.ylabel(\"Unit\");"
    ]
   },
   {
@@ -2727,7 +2727,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -2750,7 +2750,7 @@
     "    unit_data[\"peak_electrode_waveform\"],\n",
     ")\n",
     "plt.xlabel(\"Time (ms)\")\n",
-    "plt.ylabel(r\"Voltage ($\\mu$V)\")"
+    "plt.ylabel(r\"Voltage ($\\mu$V)\");"
    ]
   },
   {