diff --git a/package-lock.json b/package-lock.json
index ae59b12..43a331a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,12 +16,12 @@
         "ldwizard-build": "script/bin/ldwizard-build.js"
       },
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-        "@babel/core": "^7.23.9",
-        "@babel/plugin-transform-runtime": "^7.23.9",
-        "@babel/preset-env": "^7.23.9",
+        "@babel/core": "^7.24.0",
+        "@babel/plugin-transform-runtime": "^7.24.0",
+        "@babel/preset-env": "^7.24.0",
         "@babel/preset-react": "^7.23.3",
-        "@babel/runtime": "^7.23.9",
-        "@emotion/react": "^11.11.3",
+        "@babel/runtime": "^7.24.0",
+        "@emotion/react": "^11.11.4",
         "@emotion/styled": "^11.11.0",
         "@esbuild-kit/esm-loader": "^2.6.5",
         "@fortawesome/fontawesome-svg-core": "^6.5.1",
@@ -29,31 +29,31 @@
         "@fortawesome/free-regular-svg-icons": "^6.5.1",
         "@fortawesome/free-solid-svg-icons": "^6.5.1",
         "@fortawesome/react-fontawesome": "^0.2.0",
-        "@mui/lab": "5.0.0-alpha.166",
-        "@mui/material": "^5.15.11",
-        "@pmmmwh/react-refresh-webpack-plugin": "^0.5.10",
+        "@mui/lab": "5.0.0-alpha.168",
+        "@mui/material": "^5.15.13",
+        "@pmmmwh/react-refresh-webpack-plugin": "^0.5.11",
         "@rmlio/yarrrml-parser": "^1.6.2",
         "@svgr/webpack": "^8.1.0",
         "@triply/triplydb": "^7.0.2",
-        "@triply/utils": "3.2.0",
+        "@triply/utils": "4.0.0",
         "@types/chai": "^4.3.12",
         "@types/html-webpack-plugin": "^3.2.9",
         "@types/lodash-es": "^4.17.12",
         "@types/mocha": "^10.0.6",
         "@types/n3": "^1.16.4",
-        "@types/node": "^20.11.20",
+        "@types/node": "^20.11.27",
         "@types/papaparse": "^5.3.14",
-        "@types/react": "18.2.58",
-        "@types/react-dom": "^18.2.19",
+        "@types/react": "18.2.65",
+        "@types/react-dom": "^18.2.22",
         "@types/react-router-dom": "^5.3.3",
         "@types/sparqljs": "^3.1.10",
         "@types/validator": "^13.11.9",
         "@types/webpack": "^5.28.5",
         "@types/webpack-bundle-analyzer": "^4.7.0",
-        "@typescript-eslint/eslint-plugin": "^7.0.2",
-        "@typescript-eslint/parser": "^7.0.2",
-        "autoprefixer": "^10.4.17",
-        "babel-loader": "^9.1.2",
+        "@typescript-eslint/eslint-plugin": "^7.2.0",
+        "@typescript-eslint/parser": "^7.2.0",
+        "autoprefixer": "^10.4.18",
+        "babel-loader": "^9.1.3",
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         "chai": "^5.1.0",
         "classnames": "^2.5.1",
@@ -72,17 +72,17 @@
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         "lodash": "^4.17.21",
         "lodash-es": "^4.17.21",
-        "mini-css-extract-plugin": "^2.8.0",
+        "mini-css-extract-plugin": "^2.8.1",
         "mocha": "^10.3.0",
         "n3": "^1.17.2",
         "net": "^1.0.2",
         "node-polyfill-webpack-plugin": "^3.0.0",
         "node-sass": "^9.0.0",
         "object-assign": "^4.1.1",
-        "papaparse": "^5.4.0",
+        "papaparse": "^5.4.1",
         "postcss": "^8.4.35",
         "postcss-bgimage": "^2.1.3",
-        "postcss-loader": "^8.1.0",
+        "postcss-loader": "^8.1.1",
         "prettier": "^3.2.5",
         "raw-loader": "^4.0.2",
         "rdf-js": "^4.0.2",
@@ -90,7 +90,7 @@
         "react-dom": "^18.2.0",
         "react-markdown": "^9.0.1",
         "react-refresh": "^0.14.0",
-        "react-router-dom": "^6.22.1",
+        "react-router-dom": "^6.22.3",
         "recoil": "^0.7.7",
         "rehype-raw": "^7.0.0",
         "rocketrml": "^2.1.2",
@@ -102,11 +102,11 @@
         "terser-webpack-plugin": "^5.3.10",
         "tls": "^0.0.1",
         "ts-loader": "^9.5.1",
-        "typescript": "^5.3.3",
+        "typescript": "^5.4.2",
         "uri-js": "^4.4.1",
         "url": "^0.11.3",
         "url-loader": "^4.1.1",
-        "validator": "^13.9.0",
+        "validator": "^13.11.0",
         "webpack": "^5.90.3",
         "webpack-build-notifier": "^2.3.0",
         "webpack-bundle-analyzer": "^4.10.1",
@@ -124,13 +124,13 @@
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-      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
-      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
+      "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
       "dev": true,
       "dependencies": {
-        "@jridgewell/gen-mapping": "^0.3.0",
-        "@jridgewell/trace-mapping": "^0.3.9"
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
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@@ -159,9 +159,9 @@
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-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.23.9.tgz",
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+      "version": "7.24.0",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.24.0.tgz",
+      "integrity": "sha512-fQfkg0Gjkza3nf0c7/w6Xf34BW4YvzNfACRLmmb7XRLa6XHdR+K9AlJlxneFfWYf6uhOzuzZVTjF/8KfndZANw==",
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@@ -169,11 +169,11 @@
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         "@babel/helper-compilation-targets": "^7.23.6",
         "@babel/helper-module-transforms": "^7.23.3",
-        "@babel/helpers": "^7.23.9",
-        "@babel/parser": "^7.23.9",
-        "@babel/template": "^7.23.9",
-        "@babel/traverse": "^7.23.9",
-        "@babel/types": "^7.23.9",
+        "@babel/helpers": "^7.24.0",
+        "@babel/parser": "^7.24.0",
+        "@babel/template": "^7.24.0",
+        "@babel/traverse": "^7.24.0",
+        "@babel/types": "^7.24.0",
         "convert-source-map": "^2.0.0",
         "debug": "^4.1.0",
         "gensync": "^1.0.0-beta.2",
@@ -244,9 +244,9 @@
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-      "resolved": "https://registry.npmjs.org/@babel/helper-create-class-features-plugin/-/helper-create-class-features-plugin-7.23.10.tgz",
-      "integrity": "sha512-2XpP2XhkXzgxecPNEEK8Vz8Asj9aRxt08oKOqtiZoqV2UGZ5T+EkyP9sXQ9nwMxBIG34a7jmasVqoMop7VdPUw==",
+      "version": "7.24.0",
+      "resolved": "https://registry.npmjs.org/@babel/helper-create-class-features-plugin/-/helper-create-class-features-plugin-7.24.0.tgz",
+      "integrity": "sha512-QAH+vfvts51BCsNZ2PhY6HAggnlS6omLLFTsIpeqZk/MmJ6cW7tgz5yRv0fMJThcr6FmbMrENh1RgrWPTYA76g==",
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@@ -284,9 +284,9 @@
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-      "resolved": "https://registry.npmjs.org/@babel/helper-define-polyfill-provider/-/helper-define-polyfill-provider-0.5.0.tgz",
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+      "version": "0.6.1",
+      "resolved": "https://registry.npmjs.org/@babel/helper-define-polyfill-provider/-/helper-define-polyfill-provider-0.6.1.tgz",
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@@ -389,9 +389,9 @@
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-      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.22.5.tgz",
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+      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.24.0.tgz",
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@@ -509,14 +509,14 @@
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+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.24.0.tgz",
+      "integrity": "sha512-ulDZdc0Aj5uLc5nETsa7EPx2L7rM0YJM8r7ck7U73AXi7qOV44IHHRAYZHY6iU1rr3C5N4NtTmMRUJP6kwCWeA==",
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-        "@babel/template": "^7.23.9",
-        "@babel/traverse": "^7.23.9",
-        "@babel/types": "^7.23.9"
+        "@babel/template": "^7.24.0",
+        "@babel/traverse": "^7.24.0",
+        "@babel/types": "^7.24.0"
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@@ -537,9 +537,9 @@
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-      "integrity": "sha512-9tcKgqKbs3xGJ+NtKF2ndOBBLVwPjl1SHxPQkd36r3Dlirw3xWUeGaTbqr7uGZcTaxkVNwc+03SVP7aCdWrTlA==",
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+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.24.0.tgz",
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       "dev": true,
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -1344,14 +1344,14 @@
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+      "resolved": "https://registry.npmjs.org/@babel/plugin-transform-object-rest-spread/-/plugin-transform-object-rest-spread-7.24.0.tgz",
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-        "@babel/compat-data": "^7.23.3",
-        "@babel/helper-compilation-targets": "^7.22.15",
-        "@babel/helper-plugin-utils": "^7.22.5",
+        "@babel/compat-data": "^7.23.5",
+        "@babel/helper-compilation-targets": "^7.23.6",
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@@ -1587,13 +1587,13 @@
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+      "version": "7.24.0",
+      "resolved": "https://registry.npmjs.org/@babel/plugin-transform-runtime/-/plugin-transform-runtime-7.24.0.tgz",
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-        "@babel/helper-plugin-utils": "^7.22.5",
+        "@babel/helper-plugin-utils": "^7.24.0",
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@@ -1764,14 +1764,14 @@
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+      "resolved": "https://registry.npmjs.org/@babel/preset-env/-/preset-env-7.24.0.tgz",
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-        "@babel/helper-plugin-utils": "^7.22.5",
+        "@babel/helper-plugin-utils": "^7.24.0",
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@@ -1824,7 +1824,7 @@
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-        "@babel/plugin-transform-object-rest-spread": "^7.23.4",
+        "@babel/plugin-transform-object-rest-spread": "^7.24.0",
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@@ -1917,9 +1917,9 @@
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+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.24.0.tgz",
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@@ -1929,23 +1929,23 @@
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+      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.24.0.tgz",
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-        "@babel/parser": "^7.23.9",
-        "@babel/types": "^7.23.9"
+        "@babel/parser": "^7.24.0",
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@@ -1954,8 +1954,8 @@
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-        "@babel/types": "^7.23.9",
+        "@babel/parser": "^7.24.0",
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@@ -1964,9 +1964,9 @@
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+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.24.0.tgz",
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@@ -3042,9 +3042,9 @@
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+      "resolved": "https://registry.npmjs.org/@fastify/busboy/-/busboy-2.1.1.tgz",
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@@ -3416,20 +3416,6 @@
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       "dev": true
     },
+    "node_modules/yargs/node_modules/find-up": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/find-up/-/find-up-4.1.0.tgz",
+      "integrity": "sha512-PpOwAdQ/YlXQ2vj8a3h8IipDuYRi3wceVQQGYWxNINccq40Anw7BlsEXCMbt1Zt+OLA6Fq9suIpIWD0OsnISlw==",
+      "dev": true,
+      "dependencies": {
+        "locate-path": "^5.0.0",
+        "path-exists": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/yargs/node_modules/is-fullwidth-code-point": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
@@ -20840,6 +21030,45 @@
         "node": ">=8"
       }
     },
+    "node_modules/yargs/node_modules/locate-path": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/locate-path/-/locate-path-5.0.0.tgz",
+      "integrity": "sha512-t7hw9pI+WvuwNJXwk5zVHpyhIqzg2qTlklJOf0mVxGSbe3Fp2VieZcduNYjaLDoy6p9uGpQEGWG87WpMKlNq8g==",
+      "dev": true,
+      "dependencies": {
+        "p-locate": "^4.1.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/p-limit": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-2.3.0.tgz",
+      "integrity": "sha512-//88mFWSJx8lxCzwdAABTJL2MyWB12+eIY7MDL2SqLmAkeKU9qxRvWuSyTjm3FUmpBEMuFfckAIqEaVGUDxb6w==",
+      "dev": true,
+      "dependencies": {
+        "p-try": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/yargs/node_modules/p-locate": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/p-locate/-/p-locate-4.1.0.tgz",
+      "integrity": "sha512-R79ZZ/0wAxKGu3oYMlz8jy/kbhsNrS7SKZ7PxEHBgJ5+F2mtFW2fK2cOtBh1cHYkQsbzFV7I+EoRKe6Yt0oK7A==",
+      "dev": true,
+      "dependencies": {
+        "p-limit": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/yargs/node_modules/string-width": {
       "version": "4.2.3",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
@@ -20854,6 +21083,19 @@
         "node": ">=8"
       }
     },
+    "node_modules/yargs/node_modules/yargs-parser": {
+      "version": "18.1.3",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-18.1.3.tgz",
+      "integrity": "sha512-o50j0JeToy/4K6OZcaQmW6lyXXKhq7csREXcDwk2omFPJEwUNOVtJKvmDr9EI1fAJZUyZcRF7kxGBWmRXudrCQ==",
+      "dev": true,
+      "dependencies": {
+        "camelcase": "^5.0.0",
+        "decamelize": "^1.2.0"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/package.json b/package.json
index e2c646e..e6df2a7 100644
--- a/package.json
+++ b/package.json
@@ -76,12 +76,12 @@
     "esbuild": "^0.20.1"
   },
   "devDependencies": {
-    "@babel/core": "^7.23.9",
-    "@babel/plugin-transform-runtime": "^7.23.9",
-    "@babel/preset-env": "^7.23.9",
+    "@babel/core": "^7.24.0",
+    "@babel/plugin-transform-runtime": "^7.24.0",
+    "@babel/preset-env": "^7.24.0",
     "@babel/preset-react": "^7.23.3",
-    "@babel/runtime": "^7.23.9",
-    "@emotion/react": "^11.11.3",
+    "@babel/runtime": "^7.24.0",
+    "@emotion/react": "^11.11.4",
     "@emotion/styled": "^11.11.0",
     "@esbuild-kit/esm-loader": "^2.6.5",
     "@fortawesome/fontawesome-svg-core": "^6.5.1",
@@ -89,31 +89,31 @@
     "@fortawesome/free-regular-svg-icons": "^6.5.1",
     "@fortawesome/free-solid-svg-icons": "^6.5.1",
     "@fortawesome/react-fontawesome": "^0.2.0",
-    "@mui/lab": "5.0.0-alpha.166",
-    "@mui/material": "^5.15.11",
-    "@pmmmwh/react-refresh-webpack-plugin": "^0.5.10",
+    "@mui/lab": "5.0.0-alpha.168",
+    "@mui/material": "^5.15.13",
+    "@pmmmwh/react-refresh-webpack-plugin": "^0.5.11",
     "@rmlio/yarrrml-parser": "^1.6.2",
     "@svgr/webpack": "^8.1.0",
     "@triply/triplydb": "^7.0.2",
-    "@triply/utils": "3.2.0",
+    "@triply/utils": "4.0.0",
     "@types/chai": "^4.3.12",
     "@types/html-webpack-plugin": "^3.2.9",
     "@types/lodash-es": "^4.17.12",
     "@types/mocha": "^10.0.6",
     "@types/n3": "^1.16.4",
-    "@types/node": "^20.11.20",
+    "@types/node": "^20.11.27",
     "@types/papaparse": "^5.3.14",
-    "@types/react": "18.2.58",
-    "@types/react-dom": "^18.2.19",
+    "@types/react": "18.2.65",
+    "@types/react-dom": "^18.2.22",
     "@types/react-router-dom": "^5.3.3",
     "@types/sparqljs": "^3.1.10",
     "@types/validator": "^13.11.9",
     "@types/webpack": "^5.28.5",
     "@types/webpack-bundle-analyzer": "^4.7.0",
-    "@typescript-eslint/eslint-plugin": "^7.0.2",
-    "@typescript-eslint/parser": "^7.0.2",
-    "autoprefixer": "^10.4.17",
-    "babel-loader": "^9.1.2",
+    "@typescript-eslint/eslint-plugin": "^7.2.0",
+    "@typescript-eslint/parser": "^7.2.0",
+    "autoprefixer": "^10.4.18",
+    "babel-loader": "^9.1.3",
     "bundlesize2": "^0.0.31",
     "chai": "^5.1.0",
     "classnames": "^2.5.1",
@@ -132,17 +132,17 @@
     "lint-staged": "^15.2.2",
     "lodash": "^4.17.21",
     "lodash-es": "^4.17.21",
-    "mini-css-extract-plugin": "^2.8.0",
+    "mini-css-extract-plugin": "^2.8.1",
     "mocha": "^10.3.0",
     "n3": "^1.17.2",
     "net": "^1.0.2",
     "node-polyfill-webpack-plugin": "^3.0.0",
     "node-sass": "^9.0.0",
     "object-assign": "^4.1.1",
-    "papaparse": "^5.4.0",
+    "papaparse": "^5.4.1",
     "postcss": "^8.4.35",
     "postcss-bgimage": "^2.1.3",
-    "postcss-loader": "^8.1.0",
+    "postcss-loader": "^8.1.1",
     "prettier": "^3.2.5",
     "raw-loader": "^4.0.2",
     "rdf-js": "^4.0.2",
@@ -150,7 +150,7 @@
     "react-dom": "^18.2.0",
     "react-markdown": "^9.0.1",
     "react-refresh": "^0.14.0",
-    "react-router-dom": "^6.22.1",
+    "react-router-dom": "^6.22.3",
     "recoil": "^0.7.7",
     "rehype-raw": "^7.0.0",
     "rocketrml": "^2.1.2",
@@ -162,11 +162,11 @@
     "terser-webpack-plugin": "^5.3.10",
     "tls": "^0.0.1",
     "ts-loader": "^9.5.1",
-    "typescript": "^5.3.3",
+    "typescript": "^5.4.2",
     "uri-js": "^4.4.1",
     "url": "^0.11.3",
     "url-loader": "^4.1.1",
-    "validator": "^13.9.0",
+    "validator": "^13.11.0",
     "webpack": "^5.90.3",
     "webpack-build-notifier": "^2.3.0",
     "webpack-bundle-analyzer": "^4.10.1",
@@ -183,4 +183,4 @@
       "path": "lib/LDWizard-base.min.css"
     }
   ]
-}
+}
\ No newline at end of file
diff --git a/src/containers/Configure/InteractiveTableHeaders.tsx b/src/containers/Configure/InteractiveTableHeaders.tsx
index 798c691..5a244ec 100644
--- a/src/containers/Configure/InteractiveTableHeaders.tsx
+++ b/src/containers/Configure/InteractiveTableHeaders.tsx
@@ -27,51 +27,60 @@ import TransformationSelector from "./TransformationSelector.tsx";
 import validator from "validator";
 import { configColumnsToShaclColumns } from "../../utils/csvRowsToShaclRows.ts";
 
-interface Props { shaclShapeMeta?: ShaclShapeMeta }
+interface Props {
+  shaclShapeMeta?: ShaclShapeMeta;
+}
 const TableHeaders: React.FC<Props> = ({ shaclShapeMeta }) => {
   const [transformationConfig, setTransformationConfig] = useRecoilState(transformationConfigState);
   const [selectedHeader, setSelectedHeader] = React.useState<ColumnConfiguration | undefined>();
   const prefixes = useRecoilValue(prefixState);
 
-  let columns = transformationConfig.columnConfiguration
-   
+  let columns = transformationConfig.columnConfiguration;
+
   if (shaclShapeMeta) {
-    columns = configColumnsToShaclColumns(columns, shaclShapeMeta, prefixes)
+    columns = configColumnsToShaclColumns(columns, shaclShapeMeta, prefixes);
   }
 
-  const dragStart = (columnConfig: ColumnConfiguration) => columnConfig.shaclColumn ? (event: any) => {
-    event.dataTransfer.setData("application/ld-wizard", columnConfig.propertyIri);
-    event.dataTransfer.effectAllowed = "move";
-  } : undefined
+  const dragStart = (columnConfig: ColumnConfiguration) =>
+    columnConfig.shaclColumn
+      ? (event: any) => {
+          event.dataTransfer.setData("application/ld-wizard", columnConfig.propertyIri);
+          event.dataTransfer.effectAllowed = "move";
+        }
+      : undefined;
 
-  const dragOver = (columnConfig: ColumnConfiguration) => !columnConfig.shaclColumn ? (event: any) => {
-    event.preventDefault();
-    event.dataTransfer.dropEffect = "move";
-  } : undefined
+  const dragOver = (columnConfig: ColumnConfiguration) =>
+    !columnConfig.shaclColumn
+      ? (event: any) => {
+          event.preventDefault();
+          event.dataTransfer.dropEffect = "move";
+        }
+      : undefined;
 
-  const dropArea = (columnConfig: ColumnConfiguration) => !columnConfig.shaclColumn ? (event: any) => {
-    event.preventDefault();
-    const propertyIri = event.dataTransfer.getData("application/ld-wizard");
+  const dropArea = (columnConfig: ColumnConfiguration) =>
+    !columnConfig.shaclColumn
+      ? (event: any) => {
+          event.preventDefault();
+          const propertyIri = event.dataTransfer.getData("application/ld-wizard");
 
-    setTransformationConfig((state) => {
-      const columnConfiguration = [...state.columnConfiguration];
-      // Objects in recoil arrays are read-only
-      const processedPropertyIri = propertyIri.length > 0 ? propertyIri.trim() : undefined;
-      const index = state.columnConfiguration.indexOf(columnConfig)!
-      columnConfiguration[index] = {
-        ...selectedHeader,
-        columnName: columnConfig.columnName,
-        propertyIri: processedPropertyIri,
-      }
+          setTransformationConfig((state) => {
+            const columnConfiguration = [...state.columnConfiguration];
+            // Objects in recoil arrays are read-only
+            const processedPropertyIri = propertyIri.length > 0 ? propertyIri.trim() : undefined;
+            const index = state.columnConfiguration.indexOf(columnConfig)!;
+            columnConfiguration[index] = {
+              ...selectedHeader,
+              columnName: columnConfig.columnName,
+              propertyIri: processedPropertyIri,
+            };
 
-      return {
-        ...state,
-        columnConfiguration: columnConfiguration,
-      };
-    });
-
-
-  } : undefined
+            return {
+              ...state,
+              columnConfiguration: columnConfiguration,
+            };
+          });
+        }
+      : undefined;
   return (
     <>
       <TableHead>
@@ -82,31 +91,38 @@ const TableHeaders: React.FC<Props> = ({ shaclShapeMeta }) => {
             const fullUri =
               propertyIRI ??
               `${getBasePredicateIri(transformationConfig.baseIri.toString())}${cleanCsvValue(
-                columnConfig.columnName
+                columnConfig.columnName,
               )}`;
             const shortUri = propertyIRI !== undefined ? getPrefixed(propertyIRI, prefixes) || propertyIRI : "";
             const isKeyColumn = idx === transformationConfig.key;
-            const disabled = isKeyColumn || columnConfig.disabled
+            const disabled = isKeyColumn || columnConfig.disabled;
 
             return (
               <TableCell
-              onDragStart={dragStart(columnConfig)}
+                onDragStart={dragStart(columnConfig)}
                 draggable={columnConfig.shaclColumn}
                 onDrop={dropArea(columnConfig)}
                 onDragOver={dragOver(columnConfig)}
                 key={`${columnConfig.columnName}${idx}`}
-                className={getClassName(styles.tableHeader, { [styles.disabled]: isKeyColumn, [styles.shaclColumn]: columnConfig.shaclColumn })}
+                className={getClassName(styles.tableHeader, {
+                  [styles.disabled]: isKeyColumn,
+                  [styles.shaclColumn]: columnConfig.shaclColumn,
+                })}
                 // Implement the disable here, I still want to be able to use tooltip
                 onClick={columnConfig.disabled ? undefined : () => setSelectedHeader(columnConfig)}
                 // Replace Default tableCell with ButtonBase to create ripple effects on click
-                component={disabled ? undefined : (props) => (
-                  <Tooltip
-                    PopperProps={{ className: styles.tooltip }}
-                    title={isKeyColumn ? "This column will be used to create identifiers" : fullUri}
-                  >
-                    <ButtonBase {...props} component="th" />
-                  </Tooltip>
-                )}
+                component={
+                  disabled
+                    ? undefined
+                    : (props) => (
+                        <Tooltip
+                          PopperProps={{ className: styles.tooltip }}
+                          title={isKeyColumn ? "This column will be used to create identifiers" : fullUri}
+                        >
+                          <ButtonBase {...props} component="th" />
+                        </Tooltip>
+                      )
+                }
               >
                 <strong>{columnConfig.columnName + (isKeyColumn ? " (Key)" : "")}</strong>
                 <br />
@@ -134,10 +150,14 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
 
   const [autocompleteError, setAutocompleteError] = React.useState<string | undefined>();
   const [autocompleteSuggestions, setAutocompleteSuggestions] = React.useState<AutocompleteSuggestion[]>([]);
-  const selectedColumn = selectedHeader
-  const [propertyIri, setPropertyIri] = React.useState(selectedColumn?.propertyIri || "");
+  const selectedColumn = selectedHeader;
+  const [propertyIri, setPropertyIri] = React.useState(
+    selectedColumn?.propertyIri || selectedHeader
+      ? `${getBasePredicateIri(transformationConfig.baseIri.toString())}${cleanCsvValue(selectedHeader.columnName)}`
+      : "",
+  );
   const [selectedRefinement, setSelectedTransformation] = React.useState(selectedColumn?.columnRefinement);
-  const [isValidUrl, setIsValidUrl] = React.useState<boolean>(true)
+  const [isValidUrl, setIsValidUrl] = React.useState<boolean>(true);
 
   // Async call for results effect
   React.useEffect(() => {
@@ -164,12 +184,12 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
       const columnConfiguration = [...state.columnConfiguration];
       // Objects in recoil arrays are read-only
       const processedPropertyIri = propertyIri.length > 0 ? propertyIri.trim() : undefined;
-      const index = state.columnConfiguration.indexOf(selectedHeader)
+      const index = state.columnConfiguration.indexOf(selectedHeader);
       columnConfiguration[index] = {
         ...selectedHeader,
         propertyIri: processedPropertyIri,
         columnRefinement: selectedRefinement,
-      }
+      };
       return {
         ...state,
         columnConfiguration: columnConfiguration,
@@ -181,10 +201,7 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
   return (
     <Dialog open={selectedHeader !== undefined} onClose={onClose} fullWidth maxWidth="md">
       <form onSubmit={confirmIri}>
-        <DialogTitle>
-          Column configuration (
-            {selectedHeader?.columnName})
-        </DialogTitle>
+        <DialogTitle>Column configuration ({selectedHeader?.columnName})</DialogTitle>
         <DialogContent>
           {selectedHeader !== undefined && (
             <>
@@ -193,9 +210,13 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
                 <Autocomplete
                   freeSolo
                   options={autocompleteSuggestions}
-                  value={propertyIri || `${getBasePredicateIri(transformationConfig.baseIri.toString())}${cleanCsvValue(
-                    selectedHeader.columnName
-                  )}`}
+                  defaultValue={
+                    selectedColumn?.propertyIri ||
+                    `${getBasePredicateIri(transformationConfig.baseIri.toString())}${cleanCsvValue(
+                      selectedHeader.columnName,
+                    )}`
+                  }
+                  value={propertyIri}
                   renderOption={(props, option: AutocompleteSuggestion) => {
                     let titleString: string;
                     let description: string | undefined;
@@ -229,13 +250,13 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
                     if (!newValue) return;
                     if (typeof newValue === "string") {
                       setPropertyIri(newValue);
-                      setIsValidUrl(validator.isURL(newValue))
+                      setIsValidUrl(validator.isURL(newValue));
                     } else if ("iri" in newValue) {
                       setPropertyIri(newValue.iri);
-                      setIsValidUrl(validator.isURL(newValue.iri))
+                      setIsValidUrl(validator.isURL(newValue.iri));
                     } else {
                       setPropertyIri(newValue.value);
-                      setIsValidUrl(validator.isURL(newValue.value))
+                      setIsValidUrl(validator.isURL(newValue.value));
                     }
                   }}
                   disableClearable
@@ -247,16 +268,16 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
                         autoFocus
                         label="Property URI"
                         error={!!autocompleteError || !isValidUrl}
-                        helperText={isValidUrl ? "" : 'Invalid URL'}
+                        helperText={isValidUrl ? "" : "Invalid URL"}
                         placeholder={`${getBasePredicateIri(transformationConfig.baseIri.toString())}${cleanCsvValue(
-                          selectedHeader.columnName
+                          selectedHeader.columnName,
                         )}`}
                         InputLabelProps={{ shrink: true }}
                         type="url"
                         inputMode="url"
                         fullWidth
                         onChange={(event) => {
-                          setIsValidUrl(validator.isURL(event.currentTarget.value))
+                          setIsValidUrl(validator.isURL(event.currentTarget.value));
                           const prefixInfo = getPrefixInfoFromPrefixedValue(event.currentTarget.value, prefixes);
                           if (prefixInfo.prefixLabel) {
                             setPropertyIri(`${prefixInfo.iri}${prefixInfo.localName}`);
@@ -280,10 +301,17 @@ const ColumnConfigDialog: React.FC<AutoCompleteProps> = ({ selectedHeader, onClo
           )}
         </DialogContent>
         <DialogActions>
-          <Button disabled={!isValidUrl} className={styles.actionButtons} style={{textTransform: 'none'}} variant="contained" color="primary" type="submit">
+          <Button
+            disabled={!isValidUrl}
+            className={styles.actionButtons}
+            style={{ textTransform: "none" }}
+            variant="contained"
+            color="primary"
+            type="submit"
+          >
             Confirm
           </Button>
-          <Button className={styles.actionButtons} onClick={onClose} style={{textTransform: 'none'}}>
+          <Button className={styles.actionButtons} onClick={onClose} style={{ textTransform: "none" }}>
             Cancel
           </Button>
         </DialogActions>