diff --git a/pixi.lock b/pixi.lock
index 54d957492..811a4122f 100644
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-  - scikit-image ; extra == 'dev-optional'
-  - scipy ; extra == 'dev-optional'
-  - shapely ; extra == 'dev-optional'
-  - statsmodels ; extra == 'dev-optional'
-  - vaex ; python_full_version < '3.10' and extra == 'dev-optional'
-  - xarray ; extra == 'dev-optional'
-  - numpy>=1.22 ; extra == 'express'
-  - kaleido>=1.1.0 ; extra == 'kaleido'
-  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/91/82/a5eb47257c50601bb7b9a9d2857c67b7a3a85ad74180eb2c98bb1fbe0ce5/coverage-7.14.1-cp311-cp311-macosx_11_0_arm64.whl
   name: coverage
   version: 7.14.1
@@ -21294,11 +21247,6 @@ packages:
   requires_dist:
   - tomli ; python_full_version <= '3.11' and extra == 'toml'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/94/d2/3d2d61255c76c0843766f00b39290115c23cc1cd4fcb0471d84a48f482f1/ty-0.0.42-py3-none-win_amd64.whl
-  name: ty
-  version: 0.0.42
-  sha256: f7afd81b10b377d9d4ce6aad355a4f47fd37d47f443118c01ca6e79d46fe6608
-  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/96/c3/4f2f318b98465376bbb7a06a33da553c688b3ed39dafbb8307f824eef74a/optree-0.19.1-cp314-cp314-win_amd64.whl
   name: optree
   version: 0.19.1
@@ -21410,6 +21358,11 @@ packages:
   - pytest-xdist ; extra == 'testing'
   - virtualenv ; extra == 'testing'
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/9d/aa/fb9835aa492b148d7754cb4c3db07f31a7e2e09f0d8e0e8e297f01125dd2/ty-0.0.44-py3-none-macosx_11_0_arm64.whl
+  name: ty
+  version: 0.0.44
+  sha256: 4d42cfd84a690f6654b2a4f0515027c21b692cf2512d32e6433f754893a95609
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/9e/b9/a6d8bb7d228940f01885bd9f327ab7f9d366a9be775c4bf366bf9d9477ae/kaleido-1.3.0-py3-none-any.whl
   name: kaleido
   version: 1.3.0
@@ -21483,6 +21436,11 @@ packages:
   requires_dist:
   - nvidia-cublas
   requires_python: '>=3'
+- pypi: https://files.pythonhosted.org/packages/a5/7d/ba24050432196e7d7f03945e5c379951593c48e04e5c5d5275cfc4624791/ty-0.0.44-py3-none-win_amd64.whl
+  name: ty
+  version: 0.0.44
+  sha256: 8cccb27e348c89a9733fbad1b2efadfbad79b107c7e52adb52dfd8a70156a38d
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/ab/84/02fc1827e8cdded4aa65baef11296a9bbe595c474f0d6d758af082d849fd/execnet-2.1.2-py3-none-any.whl
   name: execnet
   version: 2.1.2
@@ -21801,11 +21759,6 @@ packages:
   requires_dist:
   - tomli ; python_full_version <= '3.11' and extra == 'toml'
   requires_python: '>=3.10'
-- pypi: https://files.pythonhosted.org/packages/dc/fe/813b60b9332df835c16c05859ff5aac1896593d01b638ba0e461ede415ac/ty-0.0.42-py3-none-macosx_11_0_arm64.whl
-  name: ty
-  version: 0.0.42
-  sha256: 603085306e4aac2ce592b39119a4b49ebf8b780cd394e2cfc7dbf3fd8228f954
-  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/e2/6a/54e4c47e61a51504a5224c933722e0c8a69925aacec4c08175e9675aeb81/optree-0.19.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
   name: optree
   version: 0.19.1
@@ -21924,11 +21877,6 @@ packages:
   - ruff>=0.12.0 ; extra == 'dev'
   - cython-lint>=0.12.2 ; extra == 'dev'
   requires_python: '>=3.11'
-- pypi: https://files.pythonhosted.org/packages/ee/8d/560e4ec4c2f69e68fa094bb93cd19b5eb92c9732d2e0f5e7cc3accde84c4/ty-0.0.42-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
-  name: ty
-  version: 0.0.42
-  sha256: de75f9e78bfa81209f2f297528758977cfd4518ba35ef45a0acb516c892a27a5
-  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/f0/ee/580ca6f29dcab0221db8706badca1bbbb084f1975c4d4e83329c3a7e31f0/nvidia_nvjitlink-13.3.33-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl
   name: nvidia-nvjitlink
   version: 13.3.33
@@ -21962,6 +21910,83 @@ packages:
   - pytest ; extra == 'dev'
   - twine ; extra == 'dev'
   requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/f9/14/abe5ce876ab5b66ee3c691bf537fcd43d037aea55d447aacf74630a8f31e/plotly-6.8.0-py3-none-any.whl
+  name: plotly
+  version: 6.8.0
+  sha256: 13c5c4a0f70b74cab1913eda0de49b826df5931708eb6f9c3010040614700ec8
+  requires_dist:
+  - narwhals>=1.15.1
+  - packaging
+  - anywidget ; extra == 'dev'
+  - build ; extra == 'dev'
+  - colorcet ; extra == 'dev'
+  - fiona<=1.9.6 ; python_full_version < '3.9' and extra == 'dev'
+  - geopandas ; extra == 'dev'
+  - inflect ; extra == 'dev'
+  - jupyterlab ; extra == 'dev'
+  - kaleido>=1.3.0 ; extra == 'dev'
+  - numpy>=1.22 ; extra == 'dev'
+  - orjson ; extra == 'dev'
+  - pandas ; extra == 'dev'
+  - pdfrw ; extra == 'dev'
+  - pillow ; extra == 'dev'
+  - plotly-geo ; extra == 'dev'
+  - polars[timezone] ; extra == 'dev'
+  - pyarrow ; extra == 'dev'
+  - pyshp ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytz ; extra == 'dev'
+  - requests ; extra == 'dev'
+  - ruff==0.11.12 ; extra == 'dev'
+  - scikit-image ; extra == 'dev'
+  - scipy ; extra == 'dev'
+  - shapely ; extra == 'dev'
+  - statsmodels ; extra == 'dev'
+  - vaex ; python_full_version < '3.10' and extra == 'dev'
+  - xarray ; extra == 'dev'
+  - build ; extra == 'dev-build'
+  - jupyterlab ; extra == 'dev-build'
+  - pytest ; extra == 'dev-build'
+  - requests ; extra == 'dev-build'
+  - ruff==0.11.12 ; extra == 'dev-build'
+  - pytest ; extra == 'dev-core'
+  - requests ; extra == 'dev-core'
+  - ruff==0.11.12 ; extra == 'dev-core'
+  - anywidget ; extra == 'dev-optional'
+  - build ; extra == 'dev-optional'
+  - colorcet ; extra == 'dev-optional'
+  - fiona<=1.9.6 ; python_full_version < '3.9' and extra == 'dev-optional'
+  - geopandas ; extra == 'dev-optional'
+  - inflect ; extra == 'dev-optional'
+  - jupyterlab ; extra == 'dev-optional'
+  - kaleido>=1.3.0 ; extra == 'dev-optional'
+  - numpy>=1.22 ; extra == 'dev-optional'
+  - orjson ; extra == 'dev-optional'
+  - pandas ; extra == 'dev-optional'
+  - pdfrw ; extra == 'dev-optional'
+  - pillow ; extra == 'dev-optional'
+  - plotly-geo ; extra == 'dev-optional'
+  - polars[timezone] ; extra == 'dev-optional'
+  - pyarrow ; extra == 'dev-optional'
+  - pyshp ; extra == 'dev-optional'
+  - pytest ; extra == 'dev-optional'
+  - pytz ; extra == 'dev-optional'
+  - requests ; extra == 'dev-optional'
+  - ruff==0.11.12 ; extra == 'dev-optional'
+  - scikit-image ; extra == 'dev-optional'
+  - scipy ; extra == 'dev-optional'
+  - shapely ; extra == 'dev-optional'
+  - statsmodels ; extra == 'dev-optional'
+  - vaex ; python_full_version < '3.10' and extra == 'dev-optional'
+  - xarray ; extra == 'dev-optional'
+  - numpy>=1,<2 ; extra == 'dev-pandas1'
+  - pandas>=1,<2 ; extra == 'dev-pandas1'
+  - setuptools<82 ; extra == 'dev-pandas1'
+  - pandas>=2,<3 ; extra == 'dev-pandas2'
+  - pandas>=3 ; python_full_version >= '3.11' and extra == 'dev-pandas3'
+  - numpy>=1.22 ; extra == 'express'
+  - kaleido>=1.3.0 ; extra == 'kaleido'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/fe/a5/c7a0a47883a9015b54c9d8a4b62f2aba17bd4335b1787b9b8a0fc2fa6d52/simplejson-4.1.1-cp313-cp313-win_amd64.whl
   name: simplejson
   version: 4.1.1
diff --git a/src/gettsim/tests_germany/test_jittability.py b/src/gettsim/tests_germany/test_jittability.py
index 74b6302d1..b30a20b6f 100644
--- a/src/gettsim/tests_germany/test_jittability.py
+++ b/src/gettsim/tests_germany/test_jittability.py
@@ -69,7 +69,7 @@ def test_jittable(tree_path, fun, backend, xnp):
 
     if not fun.fail_msg_if_included:
         main(
-            main_target=("raw_results", "columns"),
+            main_target=("raw_results", "columns_with_internal_p_ids"),
             policy_date=policy_date,
             specialized_environment=SpecializedEnvironment.with_partialled_params_and_scalars(
                 env