diff --git a/Makefile b/Makefile
index 7191ebde..4912d68c 100644
--- a/Makefile
+++ b/Makefile
@@ -89,6 +89,7 @@ $(DOCDIR):
 
 gendoc: $(DOCDIR)
 	cp -rf $(SRC)/docs/* $(DOCDIR) ; \
+	$(RUN) jinjanate $(SRC)/doc-templates/frontpage.md.jinja2 $(SOURCE_SCHEMA_PATH) -o $(DOCDIR)/index.md
 	$(RUN) gen-doc -d $(DOCDIR) $(SOURCE_SCHEMA_PATH) --template-directory $(TEMPLATE_DIR) --index-name linkml-index
 
 testdoc: gendoc serve
diff --git a/poetry.lock b/poetry.lock
index 76c318f6..c3308f31 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "annotated-types"
-version = "0.6.0"
+version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
-    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
 [package.dependencies]
@@ -45,22 +45,22 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "beautifulsoup4"
@@ -85,13 +85,13 @@ lxml = ["lxml"]
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -120,101 +120,116 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
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+version = "0.7.10"
 description = "Idiomatic conversion between URIs and compact URIs (CURIEs)."
 optional = false
 python-versions = ">=3.8"
 files = [
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+version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
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+    {file = "greenlet-3.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:3319aa75e0e0639bc15ff54ca327e8dc7a6fe404003496e3c6925cd3142e0e22"},
+    {file = "greenlet-3.1.1.tar.gz", hash = "sha256:4ce3ac6cdb6adf7946475d7ef31777c26d94bccc377e070a7986bd2d5c515467"},
 ]
 
 [package.extras]
@@ -446,51 +476,62 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
-    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
+    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
+    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -505,18 +546,15 @@ files = [
 
 [[package]]
 name = "isodate"
-version = "0.6.1"
+version = "0.7.2"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
-    {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
+    {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
+    {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
 ]
 
-[package.dependencies]
-six = "*"
-
 [[package]]
 name = "isoduration"
 version = "20.11.0"
@@ -533,13 +571,13 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -548,6 +586,40 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jinjanator"
+version = "24.3.0"
+description = "Command-line interface to Jinja2 for templating in shell scripts."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jinjanator-24.3.0-py3-none-any.whl", hash = "sha256:ba4b75eca352c21c79f815dc756c5645c0bdaeace6f615c0650b3e2742ea8ba9"},
+    {file = "jinjanator-24.3.0.tar.gz", hash = "sha256:fc09412d4376fe0da40ccad9cd1614ed8fcfae57203614374c2282c8dafa3ede"},
+]
+
+[package.dependencies]
+attrs = "*"
+jinja2 = ">=2.7.2"
+jinjanator-plugins = "==24.1.*"
+python-dotenv = ">=1"
+pyyaml = "*"
+typing-extensions = "*"
+
+[[package]]
+name = "jinjanator-plugins"
+version = "24.1.0"
+description = "Package which provides the plugin API for the Jinjanator tool"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jinjanator_plugins-24.1.0-py3-none-any.whl", hash = "sha256:b3265f95123ef9afa10b671143c5d63ee4f1e8ba34d078e104b86848b46305e4"},
+    {file = "jinjanator_plugins-24.1.0.tar.gz", hash = "sha256:6b215a8bcbbb0ee36ce1125a87e24e450a3eb1f27bc6597b85c6be80ed08afac"},
+]
+
+[package.dependencies]
+attrs = "*"
+pluggy = "*"
+
 [[package]]
 name = "jsbeautifier"
 version = "1.15.1"
@@ -618,13 +690,12 @@ jsonpointer = ">=1.9"
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.6.1"
+version = "1.7.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
 files = [
-    {file = "jsonpath-ng-1.6.1.tar.gz", hash = "sha256:086c37ba4917304850bd837aeab806670224d3f038fe2833ff593a672ef0a5fa"},
-    {file = "jsonpath_ng-1.6.1-py3-none-any.whl", hash = "sha256:8f22cd8273d7772eea9aaa84d922e0841aa36fdb8a2c6b7f6c3791a16a9bc0be"},
+    {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
 ]
 
 [package.dependencies]
@@ -632,24 +703,24 @@ ply = "*"
 
 [[package]]
 name = "jsonpointer"
-version = "2.4"
+version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 files = [
-    {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"},
-    {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
+    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
+    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -670,7 +741,7 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format\"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -689,13 +760,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "linkml"
-version = "1.7.10"
+version = "1.8.5"
 description = "Linked Open Data Modeling Language"
 optional = false
 python-versions = "<4.0.0,>=3.8.1"
 files = [
-    {file = "linkml-1.7.10-py3-none-any.whl", hash = "sha256:bf21cce814e9d1509489f1e6e15a7e86e4f11d949490d9a7a5c3f6b5b412ec62"},
-    {file = "linkml-1.7.10.tar.gz", hash = "sha256:1c38601c3cd495e34490b8cf7277fd3674ec68dcbe9f5efcec2658093801ce91"},
+    {file = "linkml-1.8.5-py3-none-any.whl", hash = "sha256:5a45577a4bb380f3a128f45764545cb2da92dd3310a110de7dc5355796d5ac43"},
+    {file = "linkml-1.8.5.tar.gz", hash = "sha256:8f31834560ade4b7f1aebc973d22b31951d7061643d32bdcba258a650db9b140"},
 ]
 
 [package.dependencies]
@@ -708,7 +779,7 @@ jinja2 = ">=3.1.0"
 jsonasobj2 = ">=1.0.3,<2.0.0"
 jsonschema = {version = ">=4.0.0", extras = ["format"]}
 linkml-dataops = "*"
-linkml-runtime = ">=1.7.4"
+linkml-runtime = ">=1.8.1,<2.0.0"
 openpyxl = "*"
 parse = "*"
 prefixcommons = ">=0.1.7"
@@ -727,8 +798,9 @@ watchdog = ">=0.9.0"
 
 [package.extras]
 black = ["black (>=24.0.0)"]
+numpydantic = ["numpydantic (>=1.6.1)"]
 shacl = ["pyshacl (>=0.25.0,<0.26.0)"]
-tests = ["black (>=24.0.0)", "pyshacl (>=0.25.0,<0.26.0)"]
+tests = ["black (>=24.0.0)", "numpydantic (>=1.6.1)", "pyshacl (>=0.25.0,<0.26.0)"]
 
 [[package]]
 name = "linkml-dataops"
@@ -750,13 +822,13 @@ linkml-runtime = ">=1.1.6"
 
 [[package]]
 name = "linkml-runtime"
-version = "1.7.5"
+version = "1.8.3"
 description = "Runtime environment for LinkML, the Linked open data modeling language"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "linkml_runtime-1.7.5-py3-none-any.whl", hash = "sha256:c58000c7c68fa97b7d76c50421a85a64e25f07eec5bcac464bc00c4cd79007a6"},
-    {file = "linkml_runtime-1.7.5.tar.gz", hash = "sha256:b31197a5398359441ae1ed43470c54377a1d08db961366dda670300dddcd71d7"},
+    {file = "linkml_runtime-1.8.3-py3-none-any.whl", hash = "sha256:0750920f1348fffa903d99e7b5834ce425a2a538285aff9068dbd96d05caabd1"},
+    {file = "linkml_runtime-1.8.3.tar.gz", hash = "sha256:5b7f682eef54aaf0a59c50eeacdb11463b43b124a044caf496cde59936ac05c8"},
 ]
 
 [package.dependencies]
@@ -776,13 +848,13 @@ requests = "*"
 
 [[package]]
 name = "markdown"
-version = "3.6"
+version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Markdown-3.6-py3-none-any.whl", hash = "sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f"},
-    {file = "Markdown-3.6.tar.gz", hash = "sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224"},
+    {file = "Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803"},
+    {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
 ]
 
 [package.dependencies]
@@ -874,34 +946,51 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.6.1"
 description = "Project documentation with Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
-    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
+    {file = "mkdocs-1.6.1-py3-none-any.whl", hash = "sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e"},
+    {file = "mkdocs-1.6.1.tar.gz", hash = "sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2"},
 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1"
+markdown = ">=3.3.6"
 markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
 pathspec = ">=0.11.1"
-platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
+
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
+    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
 
 [[package]]
 name = "mkdocs-material"
@@ -936,13 +1025,13 @@ files = [
 
 [[package]]
 name = "mkdocs-mermaid2-plugin"
-version = "1.1.1"
+version = "1.2.1"
 description = "A MkDocs plugin for including mermaid graphs in markdown sources"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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-    {file = "mkdocs_mermaid2_plugin-1.1.1-py3-none-any.whl", hash = "sha256:4e25876b59d1e151ca33a467207b346404b4a246f4f24af5e44c32408e175882"},
+    {file = "mkdocs_mermaid2_plugin-1.2.1-py3-none-any.whl", hash = "sha256:22d2cf2c6867d4959a5e0903da2dde78d74581fc0b107b791bc4c7ceb9ce9741"},
+    {file = "mkdocs_mermaid2_plugin-1.2.1.tar.gz", hash = "sha256:9c7694c73a65905ac1578f966e5c193325c4d5a5bc1836727e74ac9f99d0e921"},
 ]
 
 [package.dependencies]
@@ -954,17 +1043,17 @@ requests = "*"
 setuptools = ">=18.5"
 
 [package.extras]
-test = ["mkdocs-material"]
+test = ["mkdocs-macros-test", "mkdocs-material", "packaging", "requests-html"]
 
 [[package]]
 name = "openpyxl"
-version = "3.1.2"
+version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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-    {file = "openpyxl-3.1.2.tar.gz", hash = "sha256:a6f5977418eff3b2d5500d54d9db50c8277a368436f4e4f8ddb1be3422870184"},
+    {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
+    {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
 ]
 
 [package.dependencies]
@@ -972,24 +1061,24 @@ et-xmlfile = "*"
 
 [[package]]
 name = "packaging"
-version = "24.0"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
 name = "parse"
-version = "1.20.1"
+version = "1.20.2"
 description = "parse() is the opposite of format()"
 optional = false
 python-versions = "*"
 files = [
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-    {file = "parse-1.20.1.tar.gz", hash = "sha256:09002ca350ad42e76629995f71f7b518670bcf93548bdde3684fd55d2be51975"},
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+    {file = "parse-1.20.2.tar.gz", hash = "sha256:b41d604d16503c79d81af5165155c0b20f6c8d6c559efa66b4b695c3e5a0a0ce"},
 ]
 
 [[package]]
@@ -1016,28 +1105,29 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1074,13 +1164,13 @@ requests = ">=2.28.1,<3.0.0"
 
 [[package]]
 name = "prefixmaps"
-version = "0.2.2"
+version = "0.2.6"
 description = "A python library for retrieving semantic prefix maps"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1089,109 +1179,123 @@ pyyaml = ">=5.3.1"
 
 [[package]]
 name = "pydantic"
-version = "2.6.4"
+version = "2.9.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12"},
+    {file = "pydantic-2.9.2.tar.gz", hash = "sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f"},
 ]
 
 [package.dependencies]
-annotated-types = ">=0.4.0"
-pydantic-core = "2.16.3"
-typing-extensions = ">=4.6.1"
+annotated-types = ">=0.6.0"
+pydantic-core = "2.23.4"
+typing-extensions = [
+    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
+    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
+]
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.16.3"
-description = ""
+version = "2.23.4"
+description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -1199,17 +1303,16 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
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 files = [
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 [package.extras]
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 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
@@ -1229,17 +1332,17 @@ jsonasobj = ">=1.2.1"
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.7.1"
+version = "10.12"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-markdown = ">=3.5"
+markdown = ">=3.6"
 pyyaml = "*"
 
 [package.extras]
@@ -1247,13 +1350,13 @@ extra = ["pygments (>=2.12)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.2"
+version = "3.1.4"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 [package.extras]
@@ -1302,13 +1405,13 @@ shexjsg = ">=0.8.1"
 
 [[package]]
 name = "pytest"
-version = "8.1.1"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.4,<2.0"
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 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-logging"
@@ -1349,6 +1452,20 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-dotenv"
+version = "1.0.1"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+optional = false
+python-versions = ">=3.8"
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+[package.extras]
+cli = ["click (>=5.0)"]
+
 [[package]]
 name = "pytrie"
 version = "0.4.0"
@@ -1356,7 +1473,6 @@ description = "A pure Python implementation of the trie data structure."
 optional = false
 python-versions = "*"
 files = [
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@@ -1365,62 +1481,64 @@ sortedcontainers = "*"
 
 [[package]]
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 ]
 
 [[package]]
@@ -1439,24 +1557,25 @@ pyyaml = "*"
 
 [[package]]
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+version = "7.1.1"
 description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
 optional = false
-python-versions = ">=3.7,<4.0"
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 files = [
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 [package.dependencies]
-isodate = ">=0.6.0,<0.7.0"
+isodate = {version = ">=0.7.2,<1.0.0", markers = "python_version < \"3.11\""}
 pyparsing = ">=2.1.0,<4"
 
 [package.extras]
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-lxml = ["lxml (>=4.3.0,<5.0.0)"]
-networkx = ["networkx (>=2.0.0,<3.0.0)"]
+html = ["html5rdf (>=1.2,<2)"]
+lxml = ["lxml (>=4.3,<6.0)"]
+networkx = ["networkx (>=2,<4)"]
+orjson = ["orjson (>=3.9.14,<4)"]
 
 [[package]]
 name = "rdflib-jsonld"
@@ -1489,13 +1608,13 @@ rdflib-jsonld = "0.6.1"
 
 [[package]]
 name = "referencing"
-version = "0.34.0"
+version = "0.35.1"
 description = "JSON Referencing + Python"
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 ]
 
 [package.dependencies]
@@ -1504,13 +1623,13 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1550,110 +1669,114 @@ files = [
 
 [[package]]
 name = "rpds-py"
-version = "0.18.0"
+version = "0.20.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
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 typing-extensions = ">=4.6.0"
 
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@@ -1900,7 +2035,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
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 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -1921,35 +2056,35 @@ sqlcipher = ["sqlcipher3_binary"]
 
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 [[package]]
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+    {file = "watchdog-4.0.2.tar.gz", hash = "sha256:b4dfbb6c49221be4535623ea4474a4d6ee0a9cef4a80b20c28db4d858b64e270"},
 ]
 
 [package.extras]
@@ -2026,18 +2167,18 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "webcolors"
-version = "1.13"
+version = "24.8.0"
 description = "A library for working with the color formats defined by HTML and CSS."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
-    {file = "webcolors-1.13.tar.gz", hash = "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"},
+    {file = "webcolors-24.8.0-py3-none-any.whl", hash = "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"},
+    {file = "webcolors-24.8.0.tar.gz", hash = "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d"},
 ]
 
 [package.extras]
 docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
-tests = ["pytest", "pytest-cov"]
+tests = ["coverage[toml]"]
 
 [[package]]
 name = "wrapt"
@@ -2120,18 +2261,22 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 docs = []
@@ -2139,4 +2284,4 @@ docs = []
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8.1"
-content-hash = "87753b722242bfa05bc6825a8ced6e1755cb1d0da5f9a253497ea8fcfcd4962e"
+content-hash = "e4e100f714fce8e72b046ee52be5dee50d769af8937c4bf0fda9c422aa9a053f"
diff --git a/pyproject.toml b/pyproject.toml
index 1e6d04d9..e16c2238 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,6 +11,7 @@ license = "MIT"
 
 [tool.poetry.dependencies]
 python = "^3.8.1"
+jinjanator = "*"
 linkml-runtime = "*"
 
 [tool.poetry.dev-dependencies]
diff --git a/src/docs/index.md b/src/doc-templates/frontpage.md.jinja2
similarity index 67%
rename from src/docs/index.md
rename to src/doc-templates/frontpage.md.jinja2
index 3d967114..c7f3289d 100644
--- a/src/docs/index.md
+++ b/src/doc-templates/frontpage.md.jinja2
@@ -1,3 +1,5 @@
+[//]: # (This file is automatically generated, please edit src/doc-templates/frontpage.md.jinja2)
+
 # Simple Standard for Sharing Ontological Mappings (SSSOM)
 
 ![SSSOM banner](images/sssom-banner.png)
@@ -24,25 +26,43 @@ A **SSSOM mapping** is a statement that there is a correspondence between two se
 
 A **SSSOM mapping set** is a collection of SSSOM mappings. Mapping sets can also be associated with metadata, such as license statements, or a description.
 
-### The SSSOM/TSV format
+### Example
+
+While the SSSOM model is quite general and mappings can be shared in different formats, the most common format is the [SSSOM/TSV format](spec-formats-tsv.md).
+Here is a tabular representation of some example mappings for illustration purposes:
+
+| subject_id    | subject_label | predicate_id    | object_id       | object_label         | mapping_justification       | author_id               | confidence | comment                                                                                                                         |
+|---------------|---------------|-----------------|-----------------|----------------------|-----------------------------|-------------------------|------------|---------------------------------------------------------------------------------------------------------------------------------|
+| KF_FOOD:F001  | apple         | skos:exactMatch | FOODON:00002473 | apple (whole)        | semapv:ManualMappingCuration | orcid:0000-0002-7356-1779 | 0.95       | "We could map to FOODON:03310788 instead to cover sliced apples, but only 'whole' apple types exist."                          |
+| KF_FOOD:F002  | gala          | skos:exactMatch | FOODON:00003348 | Gala apple (whole)   | semapv:ManualMappingCuration | orcid:0000-0002-7356-1779 | 1.0        |                                                                                                                                |
+| KF_FOOD:F003  | pink          | skos:exactMatch | FOODON:00004186 | Pink apple (whole)   | semapv:ManualMappingCuration | orcid:0000-0002-7356-1779 | 0.9        | "We could map to FOODON:00004187 instead which more specifically refers to 'raw' Pink apples. Decided against to be consistent with other mapping choices." |
+| KF_FOOD:F004  | braeburn      | skos:broadMatch | FOODON:00002473 | apple (whole)        | semapv:ManualMappingCuration | orcid:0000-0002-7356-1779 | 1.0        |                                                                                                                                |
+
+In the TSV format, mapping set metadata is included at the top of the file, before the mappings themselves, in yaml-like key-value pairs:
+
+```yaml
+curie_map:
+  FOODON: http://purl.obolibrary.org/obo/FOODON_
+  KF_FOOD: https://kewl-foodie.inc/food/
+  orcid: https://orcid.org/
+mapping_set_id: https://w3id.org/sssom/tutorial/example1.sssom.tsv
+mapping_set_description: Manually curated alignment of KEWL FOODIE INC internal food and nutrition database with Food Ontology (FOODON). Intended to be used for ontological analysis and grouping of KEWL FOODIE INC related data.
+license: https://creativecommons.org/licenses/by/4.0/
+mapping_date: 2022-05-02
+```
 
-The main format proposed by the SSSOM standard to exchange mapping sets is the [SSSOM/TSV format](spec-formats-tsv.md). Here is a basic example of a file in that format:
+See [here](https://github.com/mapping-commons/sssom/tree/master/examples/schema) for concrete examples.
 
-```
-#curie_map:
-#  FOODON: http://purl.obolibrary.org/obo/FOODON_
-#  KF_FOOD: https://kewl-foodie.inc/food/
-#  orcid: https://orcid.org/
-#mapping_set_id: https://w3id.org/sssom/tutorial/example1.sssom.tsv
-#mapping_set_description: Manually curated alignment of KEWL FOODIE INC internal food and nutrition database with Food Ontology (FOODON). Intended to be used for ontological analysis and grouping of KEWL FOODIE INC related data.
-#license: https://creativecommons.org/licenses/by/4.0/
-#mapping_date: 2022-05-02
-subject_id	subject_label	predicate_id	object_id	object_label	mapping_justification	author_id	confidence	comment
-KF_FOOD:F001	apple	skos:exactMatch	FOODON:00002473	apple (whole)	semapv:ManualMappingCuration	orcid:0000-0002-7356-1779	0.95	"We could map to FOODON:03310788 instead to cover sliced apples, but only ""whole"" apple types exist."
-KF_FOOD:F002	gala	skos:exactMatch	FOODON:00003348	Gala apple (whole)	semapv:ManualMappingCuration	orcid:0000-0002-7356-1779	1	
-KF_FOOD:F003	pink	skos:exactMatch	FOODON:00004186	Pink apple (whole)	semapv:ManualMappingCuration	orcid:0000-0002-7356-1779	0.9	"We could map to FOODON:00004187 instead which more specifically refers to ""raw"" Pink apples. Decided against to be consistent with other mapping choices."
-KF_FOOD:F004	braeburn	skos:broadMatch	FOODON:00002473	apple (whole)	semapv:ManualMappingCuration	orcid:0000-0002-7356-1779	1	
-```
+### Quick reference for mapping metadata
+
+For mapping set metadata please see [here](MappingSet.md).
+
+| Column/Field       | Description                                             | Value                                  | Examples                  | Required    |
+|--------------------|---------------------------------------------------------|----------------------------------------|---------------------------|-------------|
+{%- for slot in classes['mapping'].slots %}
+{%- set slot_info = slots[slot] %}
+| **[{{ slot }}]({{ slot }}.md)**     | {{ slot_info.description | default("No description") }} | {% if slot_info.range in enums %}{{ enums[slot_info.range].permissible_values.keys() | join(", ") }}{% else %}{% if slot_info.range == "EntityReference" %}entity reference (e.g. CURIE in TSV){% else %}{{ slot_info.range }}{% endif %}{% endif %} | {% if slot_info.examples is defined and slot_info.examples | length > 0 %}{% if slot_info.examples[0] is string %}{{ slot_info.examples[0].replace("|", "\|") }}{% elif slot_info.examples[0] is mapping %}{{ slot_info.examples[0].value | default("N/A") | replace("|", "\|") }}{% else %}{{ slot_info.examples[0] }}{% endif %}{% else %}N/A{% endif %} | {% if slot_info.required | default(false) %}Required{% elif slot_info.recommended | default(false) %}Recommended{% else %}Optional{% endif %} |
+{%- endfor %}
 
 ### Quick links