diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..c96597a11b4bfa05bab3a1e478e20d23283ebf9d
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+++ b/README.md
@@ -0,0 +1,58 @@
+---
+license: mit
+task_categories:
+  - image-segmentation
+tags:
+  - electromagnetics
+  - nanophotonics
+  - jcmwave
+  - optical-constants
+---
+
+# Squiggles Layered-Stack Dataset
+
+Wavelength-normalized layered nanostructure geometries with per-pixel domain labels
+and optical-constant (nk) maps for multiple symmetry classes.
+
+## Layout
+
+```
+samples/
+  sample_XXXX/
+    geometry.json
+    geometry.png
+    domain_ids.npz
+    ooc/oc_iso_0/nk_tensor.npz
+    fields/run_.../electric_field.npz
+    fields/run_.../electric_field_overlay.png
+    fields/run_.../nk_tensor.npz
+manifest.json
+squiggles_loader.py
+```
+
+## Quick start
+
+```python
+from squiggles_loader import geometry_at_energy, load_domain_ids, load_nk_tensor
+
+energy_ev = 550.0
+geom_nm = geometry_at_energy("samples/sample_0000/geometry.json", energy_ev=energy_ev)
+domain = load_domain_ids("samples/sample_0000/domain_ids.npz", energy_ev=energy_ev)
+nk = load_nk_tensor("samples/sample_0000/ooc/oc_iso_0/nk_tensor.npz", energy_ev=energy_ev)
+
+print(geom_nm["units"])
+print(domain["domain_ids"].shape, domain["X_nm"].min(), domain["X_nm"].max())
+print(nk["nk_tensor"].shape)
+```
+
+Geometry shape points are stored in lambda units in ``geometry.json``. Pass your
+target photon energy in eV to convert coordinates and grids to nanometers.
+
+NPZ grids store ``X`` and ``Y`` in meters by default. The loader exposes ``X_nm``
+and ``Y_nm`` for convenience.
+
+## Labeled regions
+
+- ``domain_ids.npz``: integer domain label per grid pixel
+- ``ooc/*/nk_tensor.npz``: complex refractive-index tensor map per OC profile
+- ``fields/*/nk_tensor.npz``: nk map used for a field solve (when present)
diff --git a/manifest.json b/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c960e9d21955ab20e19079504b92dc7eeed5e7a
--- /dev/null
+++ b/manifest.json
@@ -0,0 +1,7009 @@
+{
+  "dataset_dir": "/global/u2/h/hdh/JCMwave_modeling/outputs/layered_stack/squiggles",
+  "staging_dir": "/tmp/squiggles-hf",
+  "sample_count": 200,
+  "include_fields": true,
+  "include_ooc": true,
+  "samples": [
+    {
+      "sample_id": "sample_0000",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0000/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0000/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0000/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0000/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0001",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0001/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0001/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0001/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0001/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0002",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0002/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0002/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0002/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0002/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0003",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0003/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0003/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0003/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0003/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0004",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0004/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0004/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0004/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0004/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0005",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0005/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0005/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0005/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0005/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0006",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0006/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0006/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0006/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0006/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0007",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0007/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0007/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0007/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0007/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0008",
+      "files": {
+        "geometry_json": "/tmp/squiggles-hf/samples/sample_0008/geometry.json",
+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0008/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0008/domain_ids.npz"
+      },
+      "ooc": {
+        "oc_iso_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_0/oc_manifest.json"
+        },
+        "oc_iso_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_1/oc_manifest.json"
+        },
+        "oc_iso_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_iso_2/oc_manifest.json"
+        },
+        "oc_uniax_0": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_0/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_0/oc_manifest.json"
+        },
+        "oc_uniax_1": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_1/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_1/oc_manifest.json"
+        },
+        "oc_uniax_2": {
+          "nk_tensor_npz": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_2/nk_tensor.npz",
+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0008/ooc/oc_sweep_manifest.json"
+    },
+    {
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+    },
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+        }
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+    },
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+    },
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+    },
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+    },
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+        }
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+    },
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+        },
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+        },
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+        },
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+        },
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+        }
+      },
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+    },
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+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0028/geometry.png",
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+        },
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+        },
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+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0028/ooc/oc_iso_2/oc_manifest.json"
+        },
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+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0028/ooc/oc_uniax_0/oc_manifest.json"
+        },
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+        },
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+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0028/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
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+    },
+    {
+      "sample_id": "sample_0029",
+      "files": {
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+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0029/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0029/domain_ids.npz"
+      },
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+    },
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+    },
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+    },
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+        }
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+    },
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+    },
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+        }
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+    },
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+        }
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+    },
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+        }
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+    },
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+    },
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+          "oc_manifest_json": "/tmp/squiggles-hf/samples/sample_0198/ooc/oc_uniax_2/oc_manifest.json"
+        }
+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0198/ooc/oc_sweep_manifest.json"
+    },
+    {
+      "sample_id": "sample_0199",
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+        "geometry_png": "/tmp/squiggles-hf/samples/sample_0199/geometry.png",
+        "domain_ids_npz": "/tmp/squiggles-hf/samples/sample_0199/domain_ids.npz"
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+      "ooc": {
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+      },
+      "ooc_sweep_manifest_json": "/tmp/squiggles-hf/samples/sample_0199/ooc/oc_sweep_manifest.json"
+    }
+  ]
+}
\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..54dbe8fbe0f52c993d7ece71a6879897be895dbf
--- /dev/null
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diff --git a/samples/sample_0000/geometry.json b/samples/sample_0000/geometry.json
new file mode 100644
index 0000000000000000000000000000000000000000..36bbe16a4c71bb4793be647c629706282e9bca7f
--- /dev/null
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+}
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new file mode 100644
index 0000000000000000000000000000000000000000..aba0241418c629746bbfca1907ee36ff4e288251
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+}
\ No newline at end of file
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\ No newline at end of file
diff --git a/samples/sample_0005/ooc/oc_sweep_manifest.json b/samples/sample_0005/ooc/oc_sweep_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..92320e3b87c550bde759f198bc552e7fef3a409c
--- /dev/null
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diff --git a/samples/sample_0007/ooc/oc_sweep_manifest.json b/samples/sample_0007/ooc/oc_sweep_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa248ada0d0f6433044769c6d86ab1d4877225f6
--- /dev/null
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index 0000000000000000000000000000000000000000..f973755b2bcb2f2ecd50a18a2896513041c2fef3
--- /dev/null
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new file mode 100644
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--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..97f04bda4053408b7b4b04343ea0425b2a65db52
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