diff --git a/catalog.json b/catalog.json
index 592e7d9..0a01b6d 100644
--- a/catalog.json
+++ b/catalog.json
@@ -804,7 +804,7 @@
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+    "_bibtex": "@misc{https://doi.org/10.5281/zenodo.7386489,\n  doi = {10.5281/ZENODO.7386489},\n  url = {https://zenodo.org/record/7386489},\n  author = {Levenson, Matthias Gille},\n  keywords = {OCR, HTR, dataset, allographetic, medieval castilian},\n  language = {en},\n  title = {Towards a general open dataset and model for late medieval Castilian text recognition (HTR/OCR). Datasets and scripts},\n  publisher = {Zenodo},\n  year = {2023},\n  copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}\n}\n",
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@@ -1172,109 +1172,50 @@
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     "authors": [
       {
         "name": "Davide",
-        "surname": "Aruta",
         "roles": [
           "transcriber",
           "aligner"
-        ]
+        ],
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       },
       {
         "name": "Martina",
-        "surname": "Lenzi",
         "roles": [
           "transcriber",
           "aligner"
-        ]
+        ],
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         "name": "Armelle",
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         "orcid": "0000-0001-7938-2686",
         "roles": [
           "transcriber",
           "aligner"
-        ]
+        ],
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         "name": "Maryl\u00e8ne",
-        "surname": "Possama\u00ef",
         "orcid": "0000-0002-9250-370X",
         "roles": [
           "project-manager"
-        ]
+        ],
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         "orcid": "0000-0002-7843-5050",
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-    "transcription-guidelines": "Data follow the standards recommended by the CREMMA projects, see Ariane Pinche. Transcription Guide for 10th to 15th Century Manuscripts. 2022. hal-03697382 - and Thibault Cl\u00e9rice, Malamatenia Vlachou-Efstathiou, Alix Chagu\u00e9. CREMMA Medii Aevi: Literary manuscript text recognition in Latin. Journal of Open Humanities Data, 2023, 9, pp.4. \u27e810.5334/johd.97\u27e9. \u27e8hal-03828353v5\u27e9",
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+      "fro",
+      "lat"
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+        "name": "CC-BY 4.0",
+        "url": "https://creativecommons.org/licenses/by/4.0/"
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+    "script": [
+      {
+        "iso": "Latn"
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+        "reference": "Aruta, D., Lenzi, M., Le Hu\u00ebrou, A., Possama\u00ef, M., & Pinche, A. (2023). Liber [Data set]. https://github.com/CIHAM-HTR/Liber/data"
+      }
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+    "title": "Liber",
+    "transcription-guidelines": "Data follow the standards recommended by the CREMMA projects, see Ariane Pinche. Transcription Guide for 10th to 15th Century Manuscripts. 2022. hal-03697382 - and Thibault Cl\u00e9rice, Malamatenia Vlachou-Efstathiou, Alix Chagu\u00e9. CREMMA Medii Aevi: Literary manuscript text recognition in Latin. Journal of Open Humanities Data, 2023, 9, pp.4. \u27e810.5334/johd.97\u27e9. \u27e8hal-03828353v5\u27e9",
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@@ -1955,90 +1955,37 @@
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+    "description": "Corpus d'entrainement pour l'HTR compos\u00e9 de manuscrits fran\u00e7ais du 15e s.",
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+    "hands": {
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+      "precision": "estimated"
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+        "url": "https://creativecommons.org/licenses/by/4.0/"
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+    "project-website": "https://github.com/Gallicorpora",
+    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
+    "script": [
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+        "iso": "Latn"
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+    ],
+    "script-type": "only-manuscript",
+    "time": {
+      "notAfter": "1500",
+      "notBefore": "1400"
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+    "transcription-guidelines": "Les normes de transcription suivent les pr\u00e9conisations du projet CREMMALAB : https://cremmalab.hypotheses.org",
+    "url": "https://github.com/Gallicorpora/HTR-MSS-15e-Siecle",
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+        "metric": "characters"
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         "roles": [
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-    "production-software": "eScriptorium + Kraken",
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@@ -2298,23 +2238,20 @@
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         "\u00e6",
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         "\ua759",
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@@ -2325,8 +2262,59 @@
         "Y",
         "5",
         "0"
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+    "hands": {
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+      "precision": "estimated"
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+    "language": [
+      "fra"
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+        "url": "https://creativecommons.org/licenses/by/4.0/"
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+    "project-name": "Gallicorpora",
+    "project-website": "https://github.com/Gallicorpora",
+    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
+    "script": [
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+        "iso": "Latn"
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+    ],
+    "script-type": "evenly-mixed",
+    "time": {
+      "notAfter": "1599",
+      "notBefore": "1500"
     },
+    "title": "Donn\u00e9es imprim\u00e9s gothiques du 16e si\u00e8cle",
+    "transcription-guidelines": "Les transcriptions suivent les normes de transcription du projet Gallicorpora",
+    "url": "https://github.com/Gallicorpora/HTR-imprime-16e-siecle",
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+        "metric": "characters"
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@@ -2757,90 +2745,37 @@
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@@ -2871,12 +2806,13 @@
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         "L",
         "\u0365",
         "D",
-        "\u204b",
         "C",
         ";",
+        "\u1de4",
         "I",
         "\ua770",
         "Q",
@@ -2885,10 +2821,8 @@
         "\ua751",
         "P",
         "M",
-        "\u1de4",
         "O",
         "T",
-        "\u00b6",
         "U",
         "N",
         "F",
@@ -2910,7 +2844,6 @@
         "J",
         "\ua758",
         ")",
-        "\u25cc",
         "k",
         "\ua759",
         "\u0363",
@@ -2929,8 +2862,61 @@
         "'",
         "\u0301",
         "|"
-      ]
+      ],
+      "mode": "NFD"
+    },
+    "citation-file-link": "https://github.com/Gallicorpora/HTR-incunable-15e-siecle/CITATION.cff",
+    "description": "Corpus d'entrainement pour l'HTR compos\u00e9 d'incunable fran\u00e7ais du 15e s.",
+    "format": "Alto-XML",
+    "hands": {
+      "count": "1-per-folder",
+      "precision": "estimated"
+    },
+    "language": [
+      "frm",
+      "fra"
+    ],
+    "license": [
+      {
+        "name": "CC-BY 4.0",
+        "url": "https://creativecommons.org/licenses/by/4.0/"
+      }
+    ],
+    "production-software": "eScriptorium + Kraken",
+    "project-name": "Gallicorpora",
+    "project-website": "https://github.com/Gallicorpora",
+    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
+    "script": [
+      {
+        "iso": "Latn"
+      }
+    ],
+    "script-type": "only-typed",
+    "time": {
+      "notAfter": "1500",
+      "notBefore": "1400"
     },
+    "title": "Donn\u00e9es HTR incunables du 15e si\u00e8cle",
+    "transcription-guidelines": "Les normes de transcription suivent les pr\u00e9conisations du projet CREMMALAB : https://cremmalab.hypotheses.org",
+    "url": "https://github.com/Gallicorpora/HTR-incunable-15e-siecle",
+    "volume": [
+      {
+        "count": 245094,
+        "metric": "characters"
+      },
+      {
+        "count": 149,
+        "metric": "files"
+      },
+      {
+        "count": 7608,
+        "metric": "lines"
+      },
+      {
+        "count": 535,
+        "metric": "regions"
+      }
+    ],
     "automatically-aligned": false,
     "_pid": "7dde3f71f"
   },
@@ -4475,88 +4461,37 @@
     "_pid": "b6e607ab9"
   },
   "2bea975a1": {
-    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
-    "title": "CREMMA Medii Aevi",
-    "url": "https://github.com/HTR-United/CREMMA-Medieval-LAT",
     "authors": [
       {
         "name": "Cl\\xE9rice",
-        "surname": "Thibault",
         "orcid": "0000-0003-1852-9204",
         "roles": [
           "transcriber",
           "aligner",
           "project-manager",
           "quality-control"
-        ]
+        ],
+        "surname": "Thibault"
       },
       {
         "name": "Chagu\\xE9",
-        "surname": "Alix",
         "orcid": "0000-0002-0136-4434",
         "roles": [
           "project-manager"
-        ]
+        ],
+        "surname": "Alix"
       },
       {
         "name": "Vlachou Efstathiou",
-        "surname": "Malamatenia",
         "orcid": "0000-0002-9397-356X",
         "roles": [
           "transcriber",
           "aligner"
-        ]
-      }
-    ],
-    "institutions": [],
-    "description": "Ground truth for medieval latin manuscripts. Formerly `CREMMA-Medieval-LAT`.",
-    "project-name": "CREMMA",
-    "language": [
-      "lat"
-    ],
-    "production-software": "eScriptorium + Kraken",
-    "script": [
-      {
-        "iso": "Latn"
-      }
-    ],
-    "script-type": "only-manuscript",
-    "time": {
-      "notBefore": "1100",
-      "notAfter": "1599"
-    },
-    "hands": {
-      "count": "1-per-folder",
-      "precision": "exact"
-    },
-    "license": [
-      {
-        "name": "CC-BY 4.0",
-        "url": "https://creativecommons.org/licenses/by/4.0/"
-      }
-    ],
-    "format": "Alto-XML",
-    "volume": [
-      {
-        "metric": "characters",
-        "count": 263222
-      },
-      {
-        "metric": "files",
-        "count": 121
-      },
-      {
-        "metric": "lines",
-        "count": 7274
-      },
-      {
-        "metric": "regions",
-        "count": 441
+        ],
+        "surname": "Malamatenia"
       }
     ],
-    "transcription-guidelines": "Not a graphetic/\"allographetique\" transcription but rather a graphemic one that preserves the sequence of letters and reduces each form to its meaning in an alphabetical system. Abbreviations are preserved (e.g. pro, pre, tironian et, \"est\" etc.), as well as abbreviative signs, ligatures are reduced to their component letters. Spaces between letters reproduce the original (e.g. in the case of a semicontinuous script). Punctuations are simplified, reducing to \":\" all two-component punctuation (e.g. punctus elevatus). Rare characters have been preserved such as \"instans\" and metric values (e.g. ounces). ",
     "characters": {
-      "mode": "NFD",
       "members": [
         "i",
         "e",
@@ -4674,8 +4609,59 @@
         "\u1d56",
         "\uf038",
         "\u03b9"
-      ]
+      ],
+      "mode": "NFD"
+    },
+    "description": "Ground truth for medieval latin manuscripts. Formerly `CREMMA-Medieval-LAT`.",
+    "format": "Alto-XML",
+    "hands": {
+      "count": "1-per-folder",
+      "precision": "exact"
+    },
+    "institutions": [],
+    "language": [
+      "lat"
+    ],
+    "license": [
+      {
+        "name": "CC-BY 4.0",
+        "url": "https://creativecommons.org/licenses/by/4.0/"
+      }
+    ],
+    "production-software": "eScriptorium + Kraken",
+    "project-name": "CREMMA",
+    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
+    "script": [
+      {
+        "iso": "Latn"
+      }
+    ],
+    "script-type": "only-manuscript",
+    "time": {
+      "notAfter": "1599",
+      "notBefore": "1100"
     },
+    "title": "CREMMA Medii Aevi",
+    "transcription-guidelines": "Not a graphetic/\"allographetique\" transcription but rather a graphemic one that preserves the sequence of letters and reduces each form to its meaning in an alphabetical system. Abbreviations are preserved (e.g. pro, pre, tironian et, \"est\" etc.), as well as abbreviative signs, ligatures are reduced to their component letters. Spaces between letters reproduce the original (e.g. in the case of a semicontinuous script). Punctuations are simplified, reducing to \":\" all two-component punctuation (e.g. punctus elevatus). Rare characters have been preserved such as \"instans\" and metric values (e.g. ounces). ",
+    "url": "https://github.com/HTR-United/CREMMA-Medieval-LAT",
+    "volume": [
+      {
+        "count": 263222,
+        "metric": "characters"
+      },
+      {
+        "count": 121,
+        "metric": "files"
+      },
+      {
+        "count": 7274,
+        "metric": "lines"
+      },
+      {
+        "count": 441,
+        "metric": "regions"
+      }
+    ],
     "automatically-aligned": false,
     "_bibtex": "@misc{YourReferenceHere,\nauthor = {Cl\u00e9rice, Thibault and Chagu\u00e9, Alix and Vlachou-Efstathiou, Malamatenia},\ndoi = {10.5281/zenodo.7013436},\ntitle = {CREMMA Medii Aevi},\nurl = {https://github.com/HTR-United/CREMMA-Medieval-LAT}\n}\n",
     "_apa": "Cl\u00e9rice T., Chagu\u00e9 A., Vlachou-Efstathiou M. CREMMA Medii Aevi DOI: 10.5281/zenodo.7013436 URL: https://github.com/HTR-United/CREMMA-Medieval-LAT\n",
@@ -4933,13 +4919,9 @@
     "_pid": "baa415760"
   },
   "632310da4": {
-    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
-    "title": "Cremma Medieval",
-    "url": "https://github.com/HTR-United/cremma-medieval",
     "authors": [
       {
         "name": "Pinche",
-        "surname": "Ariane",
         "orcid": "0000-0002-7843-5050",
         "roles": [
           "transcriber",
@@ -4947,123 +4929,74 @@
           "project-manager",
           "quality-control",
           "support"
-        ]
+        ],
+        "surname": "Ariane"
       },
       {
         "name": "Camps",
-        "surname": "Jean-Baptiste",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Jean-Baptiste"
       },
       {
         "name": "Mariotti",
-        "surname": "Viola",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Viola"
       },
       {
         "name": "Nolibois",
-        "surname": "Alice",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Alice"
       },
       {
         "name": "Carnaille",
-        "surname": "Camille",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Camille"
       },
       {
         "name": "Deleville",
-        "surname": "Prunelle",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Prunelle"
       },
       {
         "name": "Lecomte",
-        "surname": "Sophie",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Sophie"
       },
       {
         "name": "Meylan",
-        "surname": "Aminoel",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Aminoel"
       },
       {
         "name": "Ventura",
-        "surname": "Simone",
         "roles": [
           "transcriber"
-        ]
+        ],
+        "surname": "Simone"
       },
       {
         "name": "Dugaz",
-        "surname": "Lucien",
         "roles": [
           "transcriber"
-        ]
-      }
-    ],
-    "description": "Transcription corpora for training HTR models for medieval manuscripts from the 12th to the 15th century.",
-    "project-name": "CremmaLab",
-    "project-website": "https://cremmalab.hypotheses.org",
-    "language": [
-      "fra",
-      "fro"
-    ],
-    "script": [
-      {
-        "iso": "Latn"
-      }
-    ],
-    "script-type": "only-manuscript",
-    "time": {
-      "notBefore": "1100",
-      "notAfter": "1499"
-    },
-    "hands": {
-      "count": "1-per-folder",
-      "precision": "exact"
-    },
-    "license": [
-      {
-        "name": "CC-BY 4.0",
-        "url": "https://creativecommons.org/licenses/by/4.0/"
-      }
-    ],
-    "format": "Alto-XML",
-    "citation-file-link": "https://github.com/HTR-United/cremma-medieval/blob/main/citation.cff",
-    "transcription-guidelines": "As the data come from different projects, transcriptions have been standardized to strengthen HTR models. We chose a graphemic transcription method, following D. Stutzmann definitions (see bibliography), to have a sign in the image corresponding to a sign in our text: all the abbreviations are kept, and u/v or i/j are not distinguished. The spaces in the dataset are not homogeneously represented, sometimes transcriptions reproduce the manuscript spacing while others use lexical spaces. It must be stressed that spaces are the most important source of error in medieval HTR models. Most of the transcription follow the layout segmentation of the SegmOnto ontology (https://github.com/SegmOnto/examples), separating the main column, margin, numbering, drop capital, etc. All the recommendations are described in\n  the following document  : Ariane Pinche, Guide de transcription pour les manuscrits du Xe au XVe si\u00e8cle, 2022, \u27e8hal-03697382>, en ligne : <https://hal.archives-ouvertes.fr/hal-03697382>.",
-    "production-software": "eScriptorium + Kraken",
-    "volume": [
-      {
-        "metric": "characters",
-        "count": 630607
-      },
-      {
-        "metric": "files",
-        "count": 289
-      },
-      {
-        "metric": "lines",
-        "count": 23630
-      },
-      {
-        "metric": "regions",
-        "count": 1932
+        ],
+        "surname": "Lucien"
       }
     ],
     "characters": {
-      "mode": "NFD",
       "members": [
         "e",
         "i",
@@ -5084,8 +5017,8 @@
         "f",
         "g",
         "\u0303",
-        "b",
         "z",
+        "b",
         "h",
         "\u204a",
         "y",
@@ -5094,18 +5027,18 @@
         "x",
         "Q",
         "L",
-        "\u033e",
         "S",
-        "D",
         "\ua751",
+        "D",
+        "\u033e",
         "\u0365",
         "C",
         "\ua76f",
         "\u0363",
         "A",
         "I",
-        "'",
         "M",
+        "'",
         "\ua770",
         "\u0301",
         "T",
@@ -5113,26 +5046,26 @@
         "O",
         "k",
         "N",
-        "U",
         "9",
+        "U",
         "\u036c",
         "G",
         "R",
         "\u1dd1",
         "F",
-        "\u0364",
         "\uf038",
+        "\u0364",
         "&",
         "1",
         "B",
         "\ua753",
         "H",
-        "\u00f7",
         "\u0366",
-        "7",
         "\u1de4",
+        "7",
         "2",
         "\u039b",
+        "\u00f7",
         "\u0142",
         "6",
         "0",
@@ -5157,12 +5090,64 @@
         "\u0127",
         "K",
         "\u03b4",
-        "\u036b",
         "/",
         "\u0167",
         "j"
-      ]
+      ],
+      "mode": "NFD"
+    },
+    "citation-file-link": "https://github.com/HTR-United/cremma-medieval/blob/main/citation.cff",
+    "description": "Transcription corpora for training HTR models for medieval manuscripts from the 12th to the 15th century.",
+    "format": "Alto-XML",
+    "hands": {
+      "count": "1-per-folder",
+      "precision": "exact"
+    },
+    "language": [
+      "fra",
+      "fro"
+    ],
+    "license": [
+      {
+        "name": "CC-BY 4.0",
+        "url": "https://creativecommons.org/licenses/by/4.0/"
+      }
+    ],
+    "production-software": "eScriptorium + Kraken",
+    "project-name": "CremmaLab",
+    "project-website": "https://cremmalab.hypotheses.org",
+    "schema": "https://htr-united.github.io/schema/2023-06-27/schema.json",
+    "script": [
+      {
+        "iso": "Latn"
+      }
+    ],
+    "script-type": "only-manuscript",
+    "time": {
+      "notAfter": "1499",
+      "notBefore": "1100"
     },
+    "title": "Cremma Medieval",
+    "transcription-guidelines": "As the data come from different projects, transcriptions have been standardized to strengthen HTR models. We chose a graphemic transcription method, following D. Stutzmann definitions (see bibliography), to have a sign in the image corresponding to a sign in our text: all the abbreviations are kept, and u/v or i/j are not distinguished. The spaces in the dataset are not homogeneously represented, sometimes transcriptions reproduce the manuscript spacing while others use lexical spaces. It must be stressed that spaces are the most important source of error in medieval HTR models. Most of the transcription follow the layout segmentation of the SegmOnto ontology (https://github.com/SegmOnto/examples), separating the main column, margin, numbering, drop capital, etc. All the recommendations are described in\n  the following document  : Ariane Pinche, Guide de transcription pour les manuscrits du Xe au XVe si\u00e8cle, 2022, \u27e8hal-03697382>, en ligne : <https://hal.archives-ouvertes.fr/hal-03697382>.",
+    "url": "https://github.com/HTR-United/cremma-medieval",
+    "volume": [
+      {
+        "count": 612134,
+        "metric": "characters"
+      },
+      {
+        "count": 279,
+        "metric": "files"
+      },
+      {
+        "count": 22913,
+        "metric": "lines"
+      },
+      {
+        "count": 1889,
+        "metric": "regions"
+      }
+    ],
     "automatically-aligned": false,
     "_bibtex": "@misc{YourReferenceHere,\nauthor = {Pinche, Ariane},\ndoi = {10.5281/zenodo.5235185},\nmonth = {6},\ntitle = {Cremma Medieval},\nurl = {https://github.com/HTR-United/cremma-medieval},\nyear = {2022}\n}\n",
     "_apa": "Pinche A. (2022). Cremma Medieval (version Bicerin 1.1.0). DOI: 10.5281/zenodo.5235185 URL: https://github.com/HTR-United/cremma-medieval\n",
diff --git a/graph.png b/graph.png
index dae4c3a..bdf9e05 100644
Binary files a/graph.png and b/graph.png differ
diff --git a/htr-united.yml b/htr-united.yml
index 0db94a8..cc48fa9 100644
--- a/htr-united.yml
+++ b/htr-united.yml
@@ -432,61 +432,24 @@
   - metric: regions
     count: 10713
   automatically-aligned: false
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: Données HTR manuscrits du 15e siècle
-  description: Corpus d'entrainement pour l'HTR composé de manuscrits français du
-    15e s.
-  url: https://github.com/Gallicorpora/HTR-MSS-15e-Siecle
-  authors:
+- authors:
   - name: Gabay
-    surname: Simon
     roles:
     - project-manager
+    surname: Simon
   - name: Pinche
-    surname: Ariane
     roles:
     - project-manager
+    surname: Ariane
   - name: Leroy
-    surname: Noé
     roles:
     - transcriber
+    surname: Noé
   - name: Christensen
-    surname: Kelly
     roles:
     - support
-  project-name: Gallicorpora
-  project-website: https://github.com/Gallicorpora
-  language:
-  - frm
-  - fra
-  script:
-  - iso: Latn
-  script-type: only-manuscript
-  time:
-    notBefore: '1400'
-    notAfter: '1500'
-  hands:
-    count: 1-per-folder
-    precision: estimated
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  volume:
-  - metric: characters
-    count: 169221
-  - metric: files
-    count: 85
-  - metric: lines
-    count: 5937
-  - metric: regions
-    count: 458
-  transcription-guidelines: 'Les normes de transcription suivent les préconisations
-    du projet CREMMALAB : https://cremmalab.hypotheses.org'
-  citation-file-link: https://github.com/Gallicorpora/HTR-MSS-15e-Siecle/CITATION.
-  production-software: eScriptorium + Kraken
+    surname: Kelly
   characters:
-    mode: NFD
     members:
     - e
     - i
@@ -526,23 +489,22 @@
     - D
     - M
     - ͣ
-    - v
     - ꝑ
     - ͥ
     - P
     - ꝯ
     - T
     - N
+    - ¶
     - O
-    - ⁋
     - B
     - ͤ
     - U
+    - '-'
     - '1'
     - ꝰ
     - ᷑
-    - ̶
-    - ˣ
+    - ̽
     - '2'
     - '3'
     - ẜ
@@ -561,42 +523,71 @@
     - G
     - '0'
     - ͦ
-    - ̌
     - '5'
-    - '-'
     - H
     - "'"
-    - j
     - ̀
     - ł
     - đ
     - ́
     - ͫ
-    - ^
     - ‸
     - '&'
     - k
     - °
     - ẞ
-    - ¶
-    - J
     - ͬ
+    - ᷤ
     - K
     - '['
     - ']'
     - ͯ
-    - V
     - ̧
     - (
     - )
     - Y
     - Z
-    - ᷤ
     - ':'
     - ͧ
     - ᷠ
-    - /
     - X
+    mode: NFD
+  citation-file-link: https://github.com/Gallicorpora/HTR-MSS-15e-Siecle/CITATION.
+  description: Corpus d'entrainement pour l'HTR composé de manuscrits français du
+    15e s.
+  format: Alto-XML
+  hands:
+    count: 1-per-folder
+    precision: estimated
+  language:
+  - frm
+  - fra
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-name: Gallicorpora
+  project-website: https://github.com/Gallicorpora
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: only-manuscript
+  time:
+    notAfter: '1500'
+    notBefore: '1400'
+  title: Données HTR manuscrits du 15e siècle
+  transcription-guidelines: 'Les normes de transcription suivent les préconisations
+    du projet CREMMALAB : https://cremmalab.hypotheses.org'
+  url: https://github.com/Gallicorpora/HTR-MSS-15e-Siecle
+  volume:
+  - count: 169207
+    metric: characters
+  - count: 85
+    metric: files
+  - count: 5937
+    metric: lines
+  - count: 458
+    metric: regions
   automatically-aligned: false
 - schema: https://htr-united.github.io/schema/2023-06-27/schema.json
   title: Données imprimés du 16e siècle
@@ -1110,58 +1101,24 @@
     - °
     - ᗞ
   automatically-aligned: false
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: Données imprimés gothiques du 16e siècle
-  description: Corpus d'entrainement pour l'HTR constitué d'imprimés du 16e siècle
-  url: https://github.com/Gallicorpora/HTR-imprime-16e-siecle
-  authors:
+- authors:
   - name: Pinche
-    surname: Ariane
     roles:
     - project-manager
+    surname: Ariane
   - name: Gabay
-    surname: Simon
     roles:
     - project-manager
+    surname: Simon
   - name: Vlachou-Efstathiou
-    surname: malamatenia
     roles:
     - transcriber
+    surname: malamatenia
   - name: Christensen
-    surname: Kelly
     roles:
     - support
-  project-name: Gallicorpora
-  project-website: https://github.com/Gallicorpora
-  language:
-  - fra
-  script:
-  - iso: Latn
-  script-type: evenly-mixed
-  time:
-    notBefore: '1500'
-    notAfter: '1599'
-  hands:
-    count: 1-per-folder
-    precision: estimated
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  volume:
-  - metric: characters
-    count: 90746
-  - metric: files
-    count: 80
-  - metric: lines
-    count: 2971
-  - metric: regions
-    count: 233
-  transcription-guidelines: Les transcriptions suivent les normes de transcription
-    du projet Gallicorpora
-  production-software: eScriptorium + Kraken
+    surname: Kelly
   characters:
-    mode: NFD
     members:
     - e
     - u
@@ -1223,23 +1180,20 @@
     - ̶
     - ꝓ
     - J
-    - ⁋
     - '-'
     - ꝯ
     - (
     - )
     - '1'
-    - /
     - U
     - '9'
     - ̾
     - æ
     - X
     - '4'
-    - ̄
     - ꝙ
     - ̧
-    - ᵉ
+    - ͤ
     - '2'
     - '*'
     - '6'
@@ -1250,62 +1204,59 @@
     - Y
     - '5'
     - '0'
+    mode: NFD
+  description: Corpus d'entrainement pour l'HTR constitué d'imprimés du 16e siècle
+  format: Alto-XML
+  hands:
+    count: 1-per-folder
+    precision: estimated
+  language:
+  - fra
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-name: Gallicorpora
+  project-website: https://github.com/Gallicorpora
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: evenly-mixed
+  time:
+    notAfter: '1599'
+    notBefore: '1500'
+  title: Données imprimés gothiques du 16e siècle
+  transcription-guidelines: Les transcriptions suivent les normes de transcription
+    du projet Gallicorpora
+  url: https://github.com/Gallicorpora/HTR-imprime-16e-siecle
+  volume:
+  - count: 90742
+    metric: characters
+  - count: 80
+    metric: files
+  - count: 2971
+    metric: lines
+  - count: 233
+    metric: regions
   automatically-aligned: false
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: Données HTR incunables du 15e siècle
-  description: Corpus d'entrainement pour l'HTR composé d'incunable français du 15e
-    s.
-  url: https://github.com/Gallicorpora/HTR-incunable-15e-siecle
-  authors:
+- authors:
   - name: Gabay
-    surname: Simon
     roles:
     - project-manager
+    surname: Simon
   - name: Pinche
-    surname: Ariane
     roles:
     - project-manager
+    surname: Ariane
   - name: Leroy
-    surname: Noé
     roles:
     - transcriber
+    surname: Noé
   - name: Christensen
-    surname: Kelly
     roles:
     - support
-  project-name: Gallicorpora
-  project-website: https://github.com/Gallicorpora
-  language:
-  - frm
-  - fra
-  script:
-  - iso: Latn
-  script-type: only-typed
-  time:
-    notBefore: '1400'
-    notAfter: '1500'
-  hands:
-    count: 1-per-folder
-    precision: estimated
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  volume:
-  - metric: characters
-    count: 244958
-  - metric: files
-    count: 149
-  - metric: lines
-    count: 7608
-  - metric: regions
-    count: 535
-  transcription-guidelines: 'Les normes de transcription suivent les préconisations
-    du projet CREMMALAB : https://cremmalab.hypotheses.org'
-  citation-file-link: https://github.com/Gallicorpora/HTR-incunable-15e-siecle/CITATION.cff
-  production-software: eScriptorium + Kraken
+    surname: Kelly
   characters:
-    mode: NFD
     members:
     - e
     - u
@@ -1336,12 +1287,13 @@
     - '-'
     - ','
     - ſ
+    - ¶
     - L
     - ͥ
     - D
-    - ⁋
     - C
     - ;
+    - ᷤ
     - I
     - ꝰ
     - Q
@@ -1350,10 +1302,8 @@
     - ꝑ
     - P
     - M
-    - ᷤ
     - O
     - T
-    - ¶
     - U
     - N
     - F
@@ -1375,7 +1325,6 @@
     - J
     - Ꝙ
     - )
-    - ◌
     - k
     - ꝙ
     - ͣ
@@ -1394,6 +1343,43 @@
     - "'"
     - ́
     - '|'
+    mode: NFD
+  citation-file-link: https://github.com/Gallicorpora/HTR-incunable-15e-siecle/CITATION.cff
+  description: Corpus d'entrainement pour l'HTR composé d'incunable français du 15e
+    s.
+  format: Alto-XML
+  hands:
+    count: 1-per-folder
+    precision: estimated
+  language:
+  - frm
+  - fra
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-name: Gallicorpora
+  project-website: https://github.com/Gallicorpora
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: only-typed
+  time:
+    notAfter: '1500'
+    notBefore: '1400'
+  title: Données HTR incunables du 15e siècle
+  transcription-guidelines: 'Les normes de transcription suivent les préconisations
+    du projet CREMMALAB : https://cremmalab.hypotheses.org'
+  url: https://github.com/Gallicorpora/HTR-incunable-15e-siecle
+  volume:
+  - count: 245094
+    metric: characters
+  - count: 149
+    metric: files
+  - count: 7608
+    metric: lines
+  - count: 535
+    metric: regions
   automatically-aligned: false
 - schema: https://htr-united.github.io/schema/2023-06-27/schema.json
   title: ' CREMMA-AN Testament De Poilus '
@@ -2484,67 +2470,27 @@
     - )
     - '6'
   automatically-aligned: false
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: CREMMA Medii Aevi
-  url: https://github.com/HTR-United/CREMMA-Medieval-LAT
-  authors:
+- authors:
   - name: Cl\xE9rice
-    surname: Thibault
     orcid: 0000-0003-1852-9204
     roles:
     - transcriber
     - aligner
     - project-manager
     - quality-control
+    surname: Thibault
   - name: Chagu\xE9
-    surname: Alix
     orcid: 0000-0002-0136-4434
     roles:
     - project-manager
-  - name: Vlachou Efstathiou
-    surname: Malamatenia
-    orcid: 0000-0002-9397-356X
-    roles:
-    - transcriber
-    - aligner
-  institutions: []
-  description: Ground truth for medieval latin manuscripts. Formerly `CREMMA-Medieval-LAT`.
-  project-name: CREMMA
-  language:
-  - lat
-  production-software: eScriptorium + Kraken
-  script:
-  - iso: Latn
-  script-type: only-manuscript
-  time:
-    notBefore: '1100'
-    notAfter: '1599'
-  hands:
-    count: 1-per-folder
-    precision: exact
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  volume:
-  - metric: characters
-    count: 263222
-  - metric: files
-    count: 121
-  - metric: lines
-    count: 7274
-  - metric: regions
-    count: 441
-  transcription-guidelines: 'Not a graphetic/"allographetique" transcription but rather
-    a graphemic one that preserves the sequence of letters and reduces each form to
-    its meaning in an alphabetical system. Abbreviations are preserved (e.g. pro,
-    pre, tironian et, "est" etc.), as well as abbreviative signs, ligatures are reduced
-    to their component letters. Spaces between letters reproduce the original (e.g.
-    in the case of a semicontinuous script). Punctuations are simplified, reducing
-    to ":" all two-component punctuation (e.g. punctus elevatus). Rare characters
-    have been preserved such as "instans" and metric values (e.g. ounces). '
+    surname: Alix
+  - name: Vlachou Efstathiou
+    orcid: 0000-0002-9397-356X
+    roles:
+    - transcriber
+    - aligner
+    surname: Malamatenia
   characters:
-    mode: NFD
     members:
     - i
     - e
@@ -2662,6 +2608,46 @@
     - ᵖ
     - 
     - ι
+    mode: NFD
+  description: Ground truth for medieval latin manuscripts. Formerly `CREMMA-Medieval-LAT`.
+  format: Alto-XML
+  hands:
+    count: 1-per-folder
+    precision: exact
+  institutions: []
+  language:
+  - lat
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-name: CREMMA
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: only-manuscript
+  time:
+    notAfter: '1599'
+    notBefore: '1100'
+  title: CREMMA Medii Aevi
+  transcription-guidelines: 'Not a graphetic/"allographetique" transcription but rather
+    a graphemic one that preserves the sequence of letters and reduces each form to
+    its meaning in an alphabetical system. Abbreviations are preserved (e.g. pro,
+    pre, tironian et, "est" etc.), as well as abbreviative signs, ligatures are reduced
+    to their component letters. Spaces between letters reproduce the original (e.g.
+    in the case of a semicontinuous script). Punctuations are simplified, reducing
+    to ":" all two-component punctuation (e.g. punctus elevatus). Rare characters
+    have been preserved such as "instans" and metric values (e.g. ounces). '
+  url: https://github.com/HTR-United/CREMMA-Medieval-LAT
+  volume:
+  - count: 263222
+    metric: characters
+  - count: 121
+    metric: files
+  - count: 7274
+    metric: lines
+  - count: 441
+    metric: regions
   automatically-aligned: false
   _bibtex: "@misc{YourReferenceHere,\nauthor = {Clérice, Thibault and Chagué, Alix\
     \ and Vlachou-Efstathiou, Malamatenia},\ndoi = {10.5281/zenodo.7013436},\ntitle\
@@ -2877,12 +2863,8 @@
     - 
     - '#'
   automatically-aligned: false
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: Cremma Medieval
-  url: https://github.com/HTR-United/cremma-medieval
-  authors:
+- authors:
   - name: Pinche
-    surname: Ariane
     orcid: 0000-0002-7843-5050
     roles:
     - transcriber
@@ -2890,87 +2872,44 @@
     - project-manager
     - quality-control
     - support
+    surname: Ariane
   - name: Camps
-    surname: Jean-Baptiste
     roles:
     - transcriber
+    surname: Jean-Baptiste
   - name: Mariotti
-    surname: Viola
     roles:
     - transcriber
+    surname: Viola
   - name: Nolibois
-    surname: Alice
     roles:
     - transcriber
+    surname: Alice
   - name: Carnaille
-    surname: Camille
     roles:
     - transcriber
+    surname: Camille
   - name: Deleville
-    surname: Prunelle
     roles:
     - transcriber
+    surname: Prunelle
   - name: Lecomte
-    surname: Sophie
     roles:
     - transcriber
+    surname: Sophie
   - name: Meylan
-    surname: Aminoel
     roles:
     - transcriber
+    surname: Aminoel
   - name: Ventura
-    surname: Simone
     roles:
     - transcriber
+    surname: Simone
   - name: Dugaz
-    surname: Lucien
     roles:
     - transcriber
-  description: Transcription corpora for training HTR models for medieval manuscripts
-    from the 12th to the 15th century.
-  project-name: CremmaLab
-  project-website: https://cremmalab.hypotheses.org
-  language:
-  - fra
-  - fro
-  script:
-  - iso: Latn
-  script-type: only-manuscript
-  time:
-    notBefore: '1100'
-    notAfter: '1499'
-  hands:
-    count: 1-per-folder
-    precision: exact
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  citation-file-link: https://github.com/HTR-United/cremma-medieval/blob/main/citation.cff
-  transcription-guidelines: "As the data come from different projects, transcriptions\
-    \ have been standardized to strengthen HTR models. We chose a graphemic transcription\
-    \ method, following D. Stutzmann definitions (see bibliography), to have a sign\
-    \ in the image corresponding to a sign in our text: all the abbreviations are\
-    \ kept, and u/v or i/j are not distinguished. The spaces in the dataset are not\
-    \ homogeneously represented, sometimes transcriptions reproduce the manuscript\
-    \ spacing while others use lexical spaces. It must be stressed that spaces are\
-    \ the most important source of error in medieval HTR models. Most of the transcription\
-    \ follow the layout segmentation of the SegmOnto ontology (https://github.com/SegmOnto/examples),\
-    \ separating the main column, margin, numbering, drop capital, etc. All the recommendations\
-    \ are described in\n  the following document  : Ariane Pinche, Guide de transcription\
-    \ pour les manuscrits du Xe au XVe siècle, 2022, ⟨hal-03697382>, en ligne : <https://hal.archives-ouvertes.fr/hal-03697382>."
-  production-software: eScriptorium + Kraken
-  volume:
-  - metric: characters
-    count: 630607
-  - metric: files
-    count: 289
-  - metric: lines
-    count: 23630
-  - metric: regions
-    count: 1932
+    surname: Lucien
   characters:
-    mode: NFD
     members:
     - e
     - i
@@ -2991,8 +2930,8 @@
     - f
     - g
     - ̃
-    - b
     - z
+    - b
     - h
     - ⁊
     - y
@@ -3001,18 +2940,18 @@
     - x
     - Q
     - L
-    - ̾
     - S
-    - D
     - ꝑ
+    - D
+    - ̾
     - ͥ
     - C
     - ꝯ
     - ͣ
     - A
     - I
-    - "'"
     - M
+    - "'"
     - ꝰ
     - ́
     - T
@@ -3020,26 +2959,26 @@
     - O
     - k
     - N
-    - U
     - '9'
+    - U
     - ͬ
     - G
     - R
     - ᷑
     - F
-    - ͤ
     - 
+    - ͤ
     - '&'
     - '1'
     - B
     - ꝓ
     - H
-    - ÷
     - ͦ
-    - '7'
     - ᷤ
+    - '7'
     - '2'
     - Λ
+    - ÷
     - ł
     - '6'
     - '0'
@@ -3064,10 +3003,56 @@
     - ħ
     - K
     - δ
-    - ͫ
     - /
     - ŧ
     - j
+    mode: NFD
+  citation-file-link: https://github.com/HTR-United/cremma-medieval/blob/main/citation.cff
+  description: Transcription corpora for training HTR models for medieval manuscripts
+    from the 12th to the 15th century.
+  format: Alto-XML
+  hands:
+    count: 1-per-folder
+    precision: exact
+  language:
+  - fra
+  - fro
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-name: CremmaLab
+  project-website: https://cremmalab.hypotheses.org
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: only-manuscript
+  time:
+    notAfter: '1499'
+    notBefore: '1100'
+  title: Cremma Medieval
+  transcription-guidelines: "As the data come from different projects, transcriptions\
+    \ have been standardized to strengthen HTR models. We chose a graphemic transcription\
+    \ method, following D. Stutzmann definitions (see bibliography), to have a sign\
+    \ in the image corresponding to a sign in our text: all the abbreviations are\
+    \ kept, and u/v or i/j are not distinguished. The spaces in the dataset are not\
+    \ homogeneously represented, sometimes transcriptions reproduce the manuscript\
+    \ spacing while others use lexical spaces. It must be stressed that spaces are\
+    \ the most important source of error in medieval HTR models. Most of the transcription\
+    \ follow the layout segmentation of the SegmOnto ontology (https://github.com/SegmOnto/examples),\
+    \ separating the main column, margin, numbering, drop capital, etc. All the recommendations\
+    \ are described in\n  the following document  : Ariane Pinche, Guide de transcription\
+    \ pour les manuscrits du Xe au XVe siècle, 2022, ⟨hal-03697382>, en ligne : <https://hal.archives-ouvertes.fr/hal-03697382>."
+  url: https://github.com/HTR-United/cremma-medieval
+  volume:
+  - count: 612134
+    metric: characters
+  - count: 279
+    metric: files
+  - count: 22913
+    metric: lines
+  - count: 1889
+    metric: regions
   automatically-aligned: false
   _bibtex: "@misc{YourReferenceHere,\nauthor = {Pinche, Ariane},\ndoi = {10.5281/zenodo.5235185},\n\
     month = {6},\ntitle = {Cremma Medieval},\nurl = {https://github.com/HTR-United/cremma-medieval},\n\
@@ -5109,7 +5094,7 @@
     \ Gille},\n  keywords = {OCR, HTR, dataset, allographetic, medieval castilian},\n\
     \  language = {en},\n  title = {Towards a general open dataset and model for late\
     \ medieval Castilian text recognition (HTR/OCR). Datasets and scripts},\n  publisher\
-    \ = {Zenodo},\n  year = {2022},\n  copyright = {Creative Commons Attribution Non\
+    \ = {Zenodo},\n  year = {2023},\n  copyright = {Creative Commons Attribution Non\
     \ Commercial Share Alike 4.0 International}\n}\n"
 - schema: https://htr-united.github.io/schema/2023-06-27/schema.json
   title: 'Klosterneuburg, Stiftsbibl., Cod. 48 - Ground Truth: Initial Release'
@@ -5416,78 +5401,34 @@
     month = {4},\ntitle = {Fabliaux},\nurl = {https://github.com/CIHAM-HTR/Fabliaux/data},\n\
     year = {2023}\n}\n"
   _apa: "Pinche A., Pierreville C. (2023). Fabliaux URL: https://github.com/CIHAM-HTR/Fabliaux/data\n"
-- schema: https://htr-united.github.io/schema/2023-06-27/schema.json
-  title: Liber
-  url: https://github.com/CIHAM-HTR/Liber
-  authors:
+- authors:
   - name: Davide
-    surname: Aruta
     roles:
     - transcriber
     - aligner
+    surname: Aruta
   - name: Martina
-    surname: Lenzi
     roles:
     - transcriber
     - aligner
+    surname: Lenzi
   - name: Armelle
-    surname: Le Huërou
     orcid: 0000-0001-7938-2686
     roles:
     - transcriber
     - aligner
+    surname: Le Huërou
   - name: Marylène
-    surname: Possamaï
     orcid: 0000-0002-9250-370X
     roles:
     - project-manager
+    surname: Possamaï
   - name: Ariane
-    surname: Pinche
     orcid: 0000-0002-7843-5050
     roles:
     - quality-control
-  institutions: []
-  description: HTR datasets of medieval manuscripts (14th-15th c.) with Pierre Bersuire’s
-    translation into Old French of the work of Titus Livius and Nicolas Trevet Commentaries
-  project-website: https://anr.fr/Projet-ANR-21-CE27-0008
-  language:
-  - fro
-  - lat
-  production-software: eScriptorium + Kraken
-  script:
-  - iso: Latn
-  script-type: only-manuscript
-  time:
-    notBefore: '1300'
-    notAfter: '1400'
-  hands:
-    count: '1'
-    precision: estimated
-  license:
-  - name: CC-BY 4.0
-    url: https://creativecommons.org/licenses/by/4.0/
-  format: Alto-XML
-  sources:
-  - reference: Aruta, D., Lenzi, M., Le Huërou, A., Possamaï, M., & Pinche, A. (2023).
-      Liber [Data set]. https://github.com/CIHAM-HTR/Liber/data
-    link: https://github.com/CIHAM-HTR/Liber
-  volume:
-  - metric: characters
-    count: 134899
-  - metric: files
-    count: 37
-  - metric: lines
-    count: 3789
-  - metric: regions
-    count: 152
-  citation-file-link: https://github.com/CIHAM-HTR/Liber/blob/main/CITATION.cff
-  transcription-guidelines: 'Data follow the standards recommended by the CREMMA projects,
-    see Ariane Pinche. Transcription Guide for 10th to 15th Century Manuscripts. 2022.
-    hal-03697382 - and Thibault Clérice, Malamatenia Vlachou-Efstathiou, Alix Chagué.
-    CREMMA Medii Aevi: Literary manuscript text recognition in Latin. Journal of Open
-    Humanities Data, 2023, 9, pp.4. ⟨10.5334/johd.97⟩. ⟨hal-03828353v5⟩'
+    surname: Pinche
   characters:
-    mode: NFD
     members:
     - e
     - i
@@ -5569,6 +5510,50 @@
     - B
     - ','
     - Ꝙ
+    mode: NFD
+  citation-file-link: https://github.com/CIHAM-HTR/Liber/blob/main/CITATION.cff
+  description: HTR datasets of medieval manuscripts (14th-15th c.) with Pierre Bersuire’s
+    translation into Old French of the work of Titus Livius and Nicolas Trevet Commentaries
+  format: Alto-XML
+  hands:
+    count: '1'
+    precision: estimated
+  institutions: []
+  language:
+  - fro
+  - lat
+  license:
+  - name: CC-BY 4.0
+    url: https://creativecommons.org/licenses/by/4.0/
+  production-software: eScriptorium + Kraken
+  project-website: https://anr.fr/Projet-ANR-21-CE27-0008
+  schema: https://htr-united.github.io/schema/2023-06-27/schema.json
+  script:
+  - iso: Latn
+  script-type: only-manuscript
+  sources:
+  - link: https://github.com/CIHAM-HTR/Liber
+    reference: Aruta, D., Lenzi, M., Le Huërou, A., Possamaï, M., & Pinche, A. (2023).
+      Liber [Data set]. https://github.com/CIHAM-HTR/Liber/data
+  time:
+    notAfter: '1400'
+    notBefore: '1300'
+  title: Liber
+  transcription-guidelines: 'Data follow the standards recommended by the CREMMA projects,
+    see Ariane Pinche. Transcription Guide for 10th to 15th Century Manuscripts. 2022.
+    hal-03697382 - and Thibault Clérice, Malamatenia Vlachou-Efstathiou, Alix Chagué.
+    CREMMA Medii Aevi: Literary manuscript text recognition in Latin. Journal of Open
+    Humanities Data, 2023, 9, pp.4. ⟨10.5334/johd.97⟩. ⟨hal-03828353v5⟩'
+  url: https://github.com/CIHAM-HTR/Liber
+  volume:
+  - count: 134899
+    metric: characters
+  - count: 37
+    metric: files
+  - count: 3789
+    metric: lines
+  - count: 152
+    metric: regions
   automatically-aligned: false
   _bibtex: "@misc{YourReferenceHere,\nauthor = {Aruta, Davide and Lenzi, Martina and\
     \ Le Huërou, Armelle and Possamaï, Marylène and Pinche, Ariane},\nmonth = {4},\n\
diff --git a/statistics.csv b/statistics.csv
index 8c1fb49..4679d4c 100644
--- a/statistics.csv
+++ b/statistics.csv
@@ -17,7 +17,7 @@
 15,FoNDUE-HTR/FONDUE-MLT-CAT,FoNDUE - Datasets for historical catalogues,1818,1972,files,1381,Alto-XML,only-typed
 16,FoNDUE-HTR/FONDUE-MLT-CAT,FoNDUE - Datasets for historical catalogues,1818,1972,lines,43114,Alto-XML,only-typed
 17,FoNDUE-HTR/FONDUE-MLT-CAT,FoNDUE - Datasets for historical catalogues,1818,1972,regions,10713,Alto-XML,only-typed
-18,Gallicorpora/HTR-MSS-15e-Siecle,Données HTR manuscrits du 15e siècle,1400,1500,characters,169221,Alto-XML,only-manuscript
+18,Gallicorpora/HTR-MSS-15e-Siecle,Données HTR manuscrits du 15e siècle,1400,1500,characters,169207,Alto-XML,only-manuscript
 19,Gallicorpora/HTR-MSS-15e-Siecle,Données HTR manuscrits du 15e siècle,1400,1500,files,85,Alto-XML,only-manuscript
 20,Gallicorpora/HTR-MSS-15e-Siecle,Données HTR manuscrits du 15e siècle,1400,1500,lines,5937,Alto-XML,only-manuscript
 21,Gallicorpora/HTR-MSS-15e-Siecle,Données HTR manuscrits du 15e siècle,1400,1500,regions,458,Alto-XML,only-manuscript
@@ -33,11 +33,11 @@
 31,Gallicorpora/HTR-imprime-18e-siecle,Données imprimés du 18e siècle,1699,1700,files,160,Alto-XML,only-typed
 32,Gallicorpora/HTR-imprime-18e-siecle,Données imprimés du 18e siècle,1699,1700,lines,4500,Alto-XML,only-typed
 33,Gallicorpora/HTR-imprime-18e-siecle,Données imprimés du 18e siècle,1699,1700,regions,624,Alto-XML,only-typed
-34,Gallicorpora/HTR-imprime-gothique-16e-siecle,Données imprimés gothiques du 16e siècle,1500,1599,characters,90746,Alto-XML,evenly-mixed
+34,Gallicorpora/HTR-imprime-gothique-16e-siecle,Données imprimés gothiques du 16e siècle,1500,1599,characters,90742,Alto-XML,evenly-mixed
 35,Gallicorpora/HTR-imprime-gothique-16e-siecle,Données imprimés gothiques du 16e siècle,1500,1599,files,80,Alto-XML,evenly-mixed
 36,Gallicorpora/HTR-imprime-gothique-16e-siecle,Données imprimés gothiques du 16e siècle,1500,1599,lines,2971,Alto-XML,evenly-mixed
 37,Gallicorpora/HTR-imprime-gothique-16e-siecle,Données imprimés gothiques du 16e siècle,1500,1599,regions,233,Alto-XML,evenly-mixed
-38,Gallicorpora/HTR-incunable-15e-siecle,Données HTR incunables du 15e siècle,1400,1500,characters,244958,Alto-XML,only-typed
+38,Gallicorpora/HTR-incunable-15e-siecle,Données HTR incunables du 15e siècle,1400,1500,characters,245094,Alto-XML,only-typed
 39,Gallicorpora/HTR-incunable-15e-siecle,Données HTR incunables du 15e siècle,1400,1500,files,149,Alto-XML,only-typed
 40,Gallicorpora/HTR-incunable-15e-siecle,Données HTR incunables du 15e siècle,1400,1500,lines,7608,Alto-XML,only-typed
 41,Gallicorpora/HTR-incunable-15e-siecle,Données HTR incunables du 15e siècle,1400,1500,regions,535,Alto-XML,only-typed
@@ -77,10 +77,10 @@
 75,HTR-United/cremma-16-17-print,CREMMA Early Modern Books,1500,1779,files,98,Alto-XML,only-typed
 76,HTR-United/cremma-16-17-print,CREMMA Early Modern Books,1500,1779,lines,2603,Alto-XML,only-typed
 77,HTR-United/cremma-16-17-print,CREMMA Early Modern Books,1500,1779,regions,451,Alto-XML,only-typed
-78,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,characters,630607,Alto-XML,only-manuscript
-79,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,files,289,Alto-XML,only-manuscript
-80,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,lines,23630,Alto-XML,only-manuscript
-81,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,regions,1932,Alto-XML,only-manuscript
+78,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,characters,612134,Alto-XML,only-manuscript
+79,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,files,279,Alto-XML,only-manuscript
+80,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,lines,22913,Alto-XML,only-manuscript
+81,HTR-United/cremma-medieval,Cremma Medieval,1100,1499,regions,1889,Alto-XML,only-manuscript
 82,HTR-United/cremma-wikipedia,CREMMA WIKIPEDIA,2022,2023,characters,84018,Alto-XML,only-manuscript
 83,HTR-United/cremma-wikipedia,CREMMA WIKIPEDIA,2022,2023,files,304,Alto-XML,only-manuscript
 84,HTR-United/cremma-wikipedia,CREMMA WIKIPEDIA,2022,2023,lines,1697,Alto-XML,only-manuscript