diff --git a/gallery/index.json b/gallery/index.json
index 06659a803f5039361a50ab4d71d091532050eb3d..6cd930f52006c9caf5286b3be4116833bf57fa15 100644
--- a/gallery/index.json
+++ b/gallery/index.json
@@ -379,6 +379,1606 @@
    },
    "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
    "built": "2026-10-17T00:44:20Z"
+  },
+  {
+   "id": "pherc0139-random-2027",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2027). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2027.npz",
+   "point_zyx": [
+    21828,
+    18700,
+    18564
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 3.467,
+    "ink": 1.206,
+    "surface": 1.018
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:07Z"
+  },
+  {
+   "id": "pherc1667-random-2027",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2027). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2027.npz",
+   "point_zyx": [
+    21060,
+    10548,
+    6564
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.207,
+    "ink": 0.684,
+    "surface": 0.565
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:14Z"
+  },
+  {
+   "id": "pherc0500p2-random-2027",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2027). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2027.npz",
+   "point_zyx": [
+    17196,
+    8908,
+    11612
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.13,
+    "ink": 0.709,
+    "surface": 0.549
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:22Z"
+  },
+  {
+   "id": "pherc0343p-random-2027",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2027). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2027.npz",
+   "point_zyx": [
+    4820,
+    5452,
+    3332
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.092,
+    "ink": 0.674,
+    "surface": 0.59
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:29Z"
+  },
+  {
+   "id": "pherc0814-random-2027",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2027).",
+   "file": "pherc0814-random-2027.npz",
+   "point_zyx": [
+    35116,
+    14852,
+    17636
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.369,
+    "ink": 0.767,
+    "surface": 0.578
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:38Z"
+  },
+  {
+   "id": "pherc0009b-random-2027",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2027).",
+   "file": "pherc0009b-random-2027.npz",
+   "point_zyx": [
+    4388,
+    18748,
+    19172
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.269,
+    "ink": 0.755,
+    "surface": 0.619
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:46Z"
+  },
+  {
+   "id": "phercman5-random-2027",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2027).",
+   "file": "phercman5-random-2027.npz",
+   "point_zyx": [
+    26244,
+    11804,
+    4884
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.179,
+    "ink": 0.682,
+    "surface": 0.565
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:54:54Z"
+  },
+  {
+   "id": "pherc1299-random-2027",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2027).",
+   "file": "pherc1299-random-2027.npz",
+   "point_zyx": [
+    23212,
+    7020,
+    9404
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.199,
+    "ink": 0.683,
+    "surface": 0.551
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:55:02Z"
+  },
+  {
+   "id": "pherc0332-random-2027",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2027).",
+   "file": "pherc0332-random-2027.npz",
+   "point_zyx": [
+    12156,
+    7756,
+    9972
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.309,
+    "ink": 0.727,
+    "surface": 0.538
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:55:10Z"
+  },
+  {
+   "id": "pherc1451-random-2027",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2027).",
+   "file": "pherc1451-random-2027.npz",
+   "point_zyx": [
+    9444,
+    8964,
+    3964
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.225,
+    "ink": 0.693,
+    "surface": 0.546
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:55:18Z"
+  },
+  {
+   "id": "phercmanb-random-2027",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 2",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2027).",
+   "file": "phercmanb-random-2027.npz",
+   "point_zyx": [
+    61100,
+    14140,
+    16140
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.271,
+    "ink": 0.712,
+    "surface": 0.558
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:55:26Z"
+  },
+  {
+   "id": "pherc0139-random-2028",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2028). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2028.npz",
+   "point_zyx": [
+    43572,
+    10932,
+    8012
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.19,
+    "ink": 0.749,
+    "surface": 0.546
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:00Z"
+  },
+  {
+   "id": "pherc1667-random-2028",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2028). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2028.npz",
+   "point_zyx": [
+    23324,
+    8484,
+    3420
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.27,
+    "ink": 0.713,
+    "surface": 0.544
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:08Z"
+  },
+  {
+   "id": "pherc0500p2-random-2028",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2028). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2028.npz",
+   "point_zyx": [
+    21036,
+    9764,
+    14812
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.198,
+    "ink": 0.662,
+    "surface": 0.542
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:15Z"
+  },
+  {
+   "id": "pherc0343p-random-2028",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2028). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2028.npz",
+   "point_zyx": [
+    7476,
+    5436,
+    10604
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.057,
+    "ink": 0.615,
+    "surface": 0.548
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:23Z"
+  },
+  {
+   "id": "pherc0814-random-2028",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2028).",
+   "file": "pherc0814-random-2028.npz",
+   "point_zyx": [
+    42452,
+    14684,
+    4852
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.279,
+    "ink": 0.691,
+    "surface": 0.541
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:31Z"
+  },
+  {
+   "id": "pherc0009b-random-2028",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2028).",
+   "file": "pherc0009b-random-2028.npz",
+   "point_zyx": [
+    19644,
+    15732,
+    16980
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 3.021,
+    "ink": 0.887,
+    "surface": 0.729
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:42Z"
+  },
+  {
+   "id": "phercman5-random-2028",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2028).",
+   "file": "phercman5-random-2028.npz",
+   "point_zyx": [
+    14540,
+    13588,
+    9548
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.147,
+    "ink": 0.676,
+    "surface": 0.53
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:50Z"
+  },
+  {
+   "id": "pherc1299-random-2028",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2028).",
+   "file": "pherc1299-random-2028.npz",
+   "point_zyx": [
+    15748,
+    10620,
+    9380
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.337,
+    "ink": 0.733,
+    "surface": 0.529
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:56:58Z"
+  },
+  {
+   "id": "pherc0332-random-2028",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2028).",
+   "file": "pherc0332-random-2028.npz",
+   "point_zyx": [
+    17156,
+    8724,
+    12508
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.293,
+    "ink": 0.699,
+    "surface": 0.569
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:57:06Z"
+  },
+  {
+   "id": "pherc1451-random-2028",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2028).",
+   "file": "pherc1451-random-2028.npz",
+   "point_zyx": [
+    5796,
+    10756,
+    13636
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.102,
+    "ink": 0.664,
+    "surface": 0.556
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:57:14Z"
+  },
+  {
+   "id": "phercmanb-random-2028",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 3",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2028).",
+   "file": "phercmanb-random-2028.npz",
+   "point_zyx": [
+    8444,
+    11900,
+    19788
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.274,
+    "ink": 0.702,
+    "surface": 0.536
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:57:23Z"
+  },
+  {
+   "id": "pherc0139-random-2029",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2029). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2029.npz",
+   "point_zyx": [
+    47484,
+    22964,
+    15116
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.31,
+    "ink": 0.701,
+    "surface": 0.522
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:57:45Z"
+  },
+  {
+   "id": "pherc1667-random-2029",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2029). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2029.npz",
+   "point_zyx": [
+    11556,
+    8916,
+    4580
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.349,
+    "ink": 0.761,
+    "surface": 0.557
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:57:52Z"
+  },
+  {
+   "id": "pherc0500p2-random-2029",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2029). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2029.npz",
+   "point_zyx": [
+    20652,
+    8844,
+    9820
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.227,
+    "ink": 0.675,
+    "surface": 0.556
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:01Z"
+  },
+  {
+   "id": "pherc0343p-random-2029",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2029). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2029.npz",
+   "point_zyx": [
+    6292,
+    7316,
+    3700
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.043,
+    "ink": 0.659,
+    "surface": 0.563
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:08Z"
+  },
+  {
+   "id": "pherc0814-random-2029",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2029).",
+   "file": "pherc0814-random-2029.npz",
+   "point_zyx": [
+    65004,
+    12580,
+    17876
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.275,
+    "ink": 0.648,
+    "surface": 0.548
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:16Z"
+  },
+  {
+   "id": "pherc0009b-random-2029",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2029).",
+   "file": "pherc0009b-random-2029.npz",
+   "point_zyx": [
+    23132,
+    13180,
+    9604
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.273,
+    "ink": 0.694,
+    "surface": 0.553
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:24Z"
+  },
+  {
+   "id": "phercman5-random-2029",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2029).",
+   "file": "phercman5-random-2029.npz",
+   "point_zyx": [
+    24380,
+    12500,
+    4916
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.167,
+    "ink": 0.679,
+    "surface": 0.564
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:32Z"
+  },
+  {
+   "id": "pherc1299-random-2029",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2029).",
+   "file": "pherc1299-random-2029.npz",
+   "point_zyx": [
+    9788,
+    7004,
+    9452
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.546,
+    "ink": 1.335,
+    "surface": 1.163
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:42Z"
+  },
+  {
+   "id": "pherc0332-random-2029",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2029).",
+   "file": "pherc0332-random-2029.npz",
+   "point_zyx": [
+    16892,
+    8908,
+    11884
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 4.848,
+    "ink": 1.618,
+    "surface": 1.538
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:58:54Z"
+  },
+  {
+   "id": "pherc1451-random-2029",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2029).",
+   "file": "pherc1451-random-2029.npz",
+   "point_zyx": [
+    20228,
+    14204,
+    10508
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.841,
+    "ink": 1.563,
+    "surface": 1.215
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:59:04Z"
+  },
+  {
+   "id": "phercmanb-random-2029",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 4",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2029).",
+   "file": "phercmanb-random-2029.npz",
+   "point_zyx": [
+    9724,
+    11476,
+    9956
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.727,
+    "ink": 0.723,
+    "surface": 0.573
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:59:13Z"
+  },
+  {
+   "id": "pherc0139-random-2030",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2030). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2030.npz",
+   "point_zyx": [
+    61828,
+    10612,
+    11820
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.137,
+    "ink": 0.682,
+    "surface": 0.538
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:59:39Z"
+  },
+  {
+   "id": "pherc1667-random-2030",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2030). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2030.npz",
+   "point_zyx": [
+    31292,
+    5268,
+    5708
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.293,
+    "ink": 0.683,
+    "surface": 0.544
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:59:47Z"
+  },
+  {
+   "id": "pherc0500p2-random-2030",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2030). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2030.npz",
+   "point_zyx": [
+    22868,
+    10444,
+    10964
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.172,
+    "ink": 0.745,
+    "surface": 0.569
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T00:59:55Z"
+  },
+  {
+   "id": "pherc0343p-random-2030",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2030). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2030.npz",
+   "point_zyx": [
+    13012,
+    6004,
+    1668
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 1.952,
+    "ink": 0.648,
+    "surface": 0.55
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:02Z"
+  },
+  {
+   "id": "pherc0814-random-2030",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2030).",
+   "file": "pherc0814-random-2030.npz",
+   "point_zyx": [
+    12676,
+    20620,
+    13172
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.259,
+    "ink": 0.739,
+    "surface": 0.541
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:11Z"
+  },
+  {
+   "id": "pherc0009b-random-2030",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2030).",
+   "file": "pherc0009b-random-2030.npz",
+   "point_zyx": [
+    8644,
+    15572,
+    7436
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.15,
+    "ink": 0.642,
+    "surface": 0.539
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:19Z"
+  },
+  {
+   "id": "phercman5-random-2030",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2030).",
+   "file": "phercman5-random-2030.npz",
+   "point_zyx": [
+    5684,
+    8972,
+    8452
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.138,
+    "ink": 0.666,
+    "surface": 0.553
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:27Z"
+  },
+  {
+   "id": "pherc1299-random-2030",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2030).",
+   "file": "pherc1299-random-2030.npz",
+   "point_zyx": [
+    14788,
+    12732,
+    10876
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.335,
+    "ink": 0.744,
+    "surface": 0.541
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:36Z"
+  },
+  {
+   "id": "pherc0332-random-2030",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2030).",
+   "file": "pherc0332-random-2030.npz",
+   "point_zyx": [
+    18052,
+    10028,
+    9004
+   ],
+   "size": 256,
+   "seconds": {
+    "dino": 2.331,
+    "ink": 0.736,
+    "surface": 0.548
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:44Z"
+  },
+  {
+   "id": "pherc1451-random-2030",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2030).",
+   "file": "pherc1451-random-2030.npz",
+   "point_zyx": [
+    50844,
+    9876,
+    4404
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.142,
+    "ink": 0.106,
+    "surface": 0.074
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:57Z"
+  },
+  {
+   "id": "phercmanb-random-2030",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 5",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2030).",
+   "file": "phercmanb-random-2030.npz",
+   "point_zyx": [
+    58044,
+    9916,
+    6796
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.139,
+    "ink": 0.095,
+    "surface": 0.074
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:00:59Z"
+  },
+  {
+   "id": "pherc0139-random-2031",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2031). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2031.npz",
+   "point_zyx": [
+    52876,
+    15052,
+    7564
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.135,
+    "ink": 0.086,
+    "surface": 0.072
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:32Z"
+  },
+  {
+   "id": "pherc1667-random-2031",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2031). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2031.npz",
+   "point_zyx": [
+    16604,
+    4420,
+    3940
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.138,
+    "ink": 0.093,
+    "surface": 0.072
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:34Z"
+  },
+  {
+   "id": "pherc0500p2-random-2031",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2031). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2031.npz",
+   "point_zyx": [
+    6724,
+    7028,
+    9084
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.115,
+    "ink": 0.085,
+    "surface": 0.074
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:37Z"
+  },
+  {
+   "id": "pherc0343p-random-2031",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2031). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2031.npz",
+   "point_zyx": [
+    7388,
+    4844,
+    10660
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.124,
+    "ink": 0.087,
+    "surface": 0.075
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:39Z"
+  },
+  {
+   "id": "pherc0814-random-2031",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2031).",
+   "file": "pherc0814-random-2031.npz",
+   "point_zyx": [
+    60180,
+    11876,
+    5972
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.158,
+    "ink": 0.089,
+    "surface": 0.071
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:41Z"
+  },
+  {
+   "id": "pherc0009b-random-2031",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2031).",
+   "file": "pherc0009b-random-2031.npz",
+   "point_zyx": [
+    12940,
+    13964,
+    15004
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.137,
+    "ink": 0.095,
+    "surface": 0.07
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:43Z"
+  },
+  {
+   "id": "phercman5-random-2031",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2031).",
+   "file": "phercman5-random-2031.npz",
+   "point_zyx": [
+    15852,
+    6956,
+    8972
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.139,
+    "ink": 0.083,
+    "surface": 0.07
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:45Z"
+  },
+  {
+   "id": "pherc1299-random-2031",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2031).",
+   "file": "pherc1299-random-2031.npz",
+   "point_zyx": [
+    25788,
+    15740,
+    14092
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.134,
+    "ink": 0.089,
+    "surface": 0.068
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:47Z"
+  },
+  {
+   "id": "pherc0332-random-2031",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2031).",
+   "file": "pherc0332-random-2031.npz",
+   "point_zyx": [
+    27892,
+    6724,
+    8636
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.15,
+    "ink": 0.104,
+    "surface": 0.079
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:49Z"
+  },
+  {
+   "id": "pherc1451-random-2031",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2031).",
+   "file": "pherc1451-random-2031.npz",
+   "point_zyx": [
+    47356,
+    5996,
+    7980
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.141,
+    "ink": 0.097,
+    "surface": 0.073
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:51Z"
+  },
+  {
+   "id": "phercmanb-random-2031",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 6",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2031).",
+   "file": "phercmanb-random-2031.npz",
+   "point_zyx": [
+    39276,
+    10948,
+    5348
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.147,
+    "ink": 0.091,
+    "surface": 0.068
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:01:53Z"
+  },
+  {
+   "id": "pherc0139-random-2032",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2032). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2032.npz",
+   "point_zyx": [
+    63292,
+    16764,
+    15732
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.15,
+    "ink": 0.1,
+    "surface": 0.068
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:08Z"
+  },
+  {
+   "id": "pherc1667-random-2032",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2032). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2032.npz",
+   "point_zyx": [
+    19708,
+    7004,
+    2868
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.146,
+    "ink": 0.088,
+    "surface": 0.07
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:10Z"
+  },
+  {
+   "id": "pherc0500p2-random-2032",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2032). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2032.npz",
+   "point_zyx": [
+    3724,
+    8340,
+    7812
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.135,
+    "ink": 0.086,
+    "surface": 0.073
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:12Z"
+  },
+  {
+   "id": "pherc0343p-random-2032",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2032). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2032.npz",
+   "point_zyx": [
+    17756,
+    4988,
+    2940
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.116,
+    "ink": 0.084,
+    "surface": 0.077
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:14Z"
+  },
+  {
+   "id": "pherc0814-random-2032",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2032).",
+   "file": "pherc0814-random-2032.npz",
+   "point_zyx": [
+    23404,
+    8908,
+    7652
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.161,
+    "ink": 0.091,
+    "surface": 0.069
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:16Z"
+  },
+  {
+   "id": "pherc0009b-random-2032",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2032).",
+   "file": "pherc0009b-random-2032.npz",
+   "point_zyx": [
+    2428,
+    11628,
+    4460
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.14,
+    "ink": 0.103,
+    "surface": 0.089
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:18Z"
+  },
+  {
+   "id": "phercman5-random-2032",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2032).",
+   "file": "phercman5-random-2032.npz",
+   "point_zyx": [
+    8604,
+    9788,
+    6708
+   ],
+   "size": 128,
+   "seconds": {
+    "dino": 0.143,
+    "ink": 0.092,
+    "surface": 0.072
+   },
+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:21Z"
+  },
+  {
+   "id": "pherc1299-random-2032",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2032).",
+   "file": "pherc1299-random-2032.npz",
+   "point_zyx": [
+    32332,
+    16636,
+    16524
+   ],
+   "size": 128,
+   "seconds": {
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+   "built": "2026-10-17T01:02:23Z"
+  },
+  {
+   "id": "pherc0332-random-2032",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2032).",
+   "file": "pherc0332-random-2032.npz",
+   "point_zyx": [
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+   "built": "2026-10-17T01:02:25Z"
+  },
+  {
+   "id": "pherc1451-random-2032",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2032).",
+   "file": "pherc1451-random-2032.npz",
+   "point_zyx": [
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+    10980,
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+   "size": 128,
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+   "built": "2026-10-17T01:02:27Z"
+  },
+  {
+   "id": "phercmanb-random-2032",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 7",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2032).",
+   "file": "phercmanb-random-2032.npz",
+   "point_zyx": [
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+    7908,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:29Z"
+  },
+  {
+   "id": "pherc0139-random-2033",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2033). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2033.npz",
+   "point_zyx": [
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:52Z"
+  },
+  {
+   "id": "pherc1667-random-2033",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2033). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2033.npz",
+   "point_zyx": [
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:54Z"
+  },
+  {
+   "id": "pherc0500p2-random-2033",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2033). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2033.npz",
+   "point_zyx": [
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:56Z"
+  },
+  {
+   "id": "pherc0343p-random-2033",
+   "volume": "PHerc0343P",
+   "title": "PHerc. 343P, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 343P (seed 2033). The First Letters prize for PHerc. 343 was awarded on 8 October 2026.",
+   "file": "pherc0343p-random-2033.npz",
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:02:59Z"
+  },
+  {
+   "id": "pherc0814-random-2033",
+   "volume": "PHerc0814",
+   "title": "PHerc. 814, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 814 (seed 2033).",
+   "file": "pherc0814-random-2033.npz",
+   "point_zyx": [
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+    10556,
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:01Z"
+  },
+  {
+   "id": "pherc0009b-random-2033",
+   "volume": "PHerc0009B",
+   "title": "PHerc. 9B, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 9B (seed 2033).",
+   "file": "pherc0009b-random-2033.npz",
+   "point_zyx": [
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+    15204,
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:03Z"
+  },
+  {
+   "id": "phercman5-random-2033",
+   "volume": "PHercMAN5",
+   "title": "PHerc. MAN 5, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. MAN 5 (seed 2033).",
+   "file": "phercman5-random-2033.npz",
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:05Z"
+  },
+  {
+   "id": "pherc1299-random-2033",
+   "volume": "PHerc1299",
+   "title": "PHerc. 1299, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 1299 (seed 2033).",
+   "file": "pherc1299-random-2033.npz",
+   "point_zyx": [
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+    11548,
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:07Z"
+  },
+  {
+   "id": "pherc0332-random-2033",
+   "volume": "PHerc0332",
+   "title": "PHerc. 332, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 332 (seed 2033).",
+   "file": "pherc0332-random-2033.npz",
+   "point_zyx": [
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+    5588,
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+   "size": 128,
+   "seconds": {
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+    "ink": 0.083,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:10Z"
+  },
+  {
+   "id": "pherc1451-random-2033",
+   "volume": "PHerc1451",
+   "title": "PHerc. 1451, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. 1451 (seed 2033).",
+   "file": "pherc1451-random-2033.npz",
+   "point_zyx": [
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:12Z"
+  },
+  {
+   "id": "phercmanb-random-2033",
+   "volume": "PHercMANB",
+   "title": "PHerc. MAN B, random papyrus point 8",
+   "note": "A random point on the papyrus of PHerc. MAN B (seed 2033).",
+   "file": "phercmanb-random-2033.npz",
+   "point_zyx": [
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:14Z"
+  },
+  {
+   "id": "pherc0139-random-2034",
+   "volume": "PHerc0139",
+   "title": "PHerc. 139, random papyrus point 9",
+   "note": "A random point on the papyrus of PHerc. 139 (seed 2034). The scroll Unroll shows in 3D, with 37 traced windings and published ink detection.",
+   "file": "pherc0139-random-2034.npz",
+   "point_zyx": [
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:30Z"
+  },
+  {
+   "id": "pherc1667-random-2034",
+   "volume": "PHerc1667",
+   "title": "PHerc. 1667 (Scroll 4), random papyrus point 9",
+   "note": "A random point on the papyrus of PHerc. 1667 (Scroll 4) (seed 2034). The one scan here that dinovol never saw in training.",
+   "file": "pherc1667-random-2034.npz",
+   "point_zyx": [
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+   "size": 128,
+   "seconds": {
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:32Z"
+  },
+  {
+   "id": "pherc0500p2-random-2034",
+   "volume": "PHerc0500P2",
+   "title": "PHerc. 500P2, random papyrus point 9",
+   "note": "A random point on the papyrus of PHerc. 500P2 (seed 2034). Seen in training by all three models.",
+   "file": "pherc0500p2-random-2034.npz",
+   "point_zyx": [
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+   "size": 128,
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+   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition MIG 2g.48gb",
+   "built": "2026-10-17T01:03:35Z"
   }
  ],
  "tool": "Scroll Lens",
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