diff --git a/mira/dkg/askemo/api.py b/mira/dkg/askemo/api.py
index 3fd49d867..ade09fdad 100644
--- a/mira/dkg/askemo/api.py
+++ b/mira/dkg/askemo/api.py
@@ -50,6 +50,7 @@ class Term(BaseModel):
     xrefs: List[Xref] = Field(default_factory=list)
     parents: List[str] = Field(default_factory=list, description="A list of CURIEs for parent terms")
     synonyms: List[Synonym] = Field(default_factory=list)
+    part_ofs: List[str] = Field(default_factory=list, description="A list of CURIEs for terms that this term is part of")
     physical_min: Optional[float] = None
     physical_max: Optional[float] = None
     suggested_data_type: Optional[str] = None
@@ -104,6 +105,7 @@ def write(ontology: Mapping[str, Term], path: Path) -> None:
 def lint():
     write(get_askemo_terms(), ONTOLOGY_PATH)
     write(get_askemosw_terms(), SW_ONTOLOGY_PATH)
+    write(get_askem_climate_ontology_terms(), CLIMATE_ONTOLOGY_PATH)
 
 
 if __name__ == "__main__":
diff --git a/mira/dkg/askemo/askemo.climate.json b/mira/dkg/askemo/askemo.climate.json
index 64d246d29..855cf9d84 100644
--- a/mira/dkg/askemo/askemo.climate.json
+++ b/mira/dkg/askemo/askemo.climate.json
@@ -2,55 +2,55 @@
   {
     "description": "A symbol appearing in an equation",
     "id": "askem.climate:0000001",
-    "name": "Symbol",
+    "name": "symbol",
     "type": "class"
   },
   {
     "description": "A symbol representing a constant. Constants can either be scalar or position varying.",
     "id": "askem.climate:0000002",
-    "name": "Constant",
+    "name": "constant",
     "type": "class"
   },
   {
     "description": "A symbol representing a coordinate system",
     "id": "askem.climate:0000003",
-    "name": "Coordinate",
+    "name": "coordinate",
     "type": "class"
   },
   {
     "description": "An equality between operations performed on some symbols",
     "id": "askem.climate:0000004",
-    "name": "Equation",
+    "name": "equation",
     "type": "class"
   },
   {
     "description": "A group of equations with a specific purpose",
     "id": "askem.climate:0000005",
-    "name": "Component",
+    "name": "component",
     "type": "class"
   },
   {
     "description": "A group of components that have been wired together for some purpose",
     "id": "askem.climate:0000006",
-    "name": "System",
+    "name": "system",
     "type": "class"
   },
   {
     "description": "A parameter defined outside of optimization of a model",
     "id": "askem.climate:0000007",
-    "name": "Parameter",
+    "name": "parameter",
     "type": "class"
   },
   {
     "description": "A function of time and position",
     "id": "askem.climate:0000008",
-    "name": "Function",
+    "name": "function",
     "type": "class"
   },
   {
     "description": "",
     "id": "askem.climate:0000009",
-    "name": "Operator",
+    "name": "operator",
     "type": "class"
   },
   {
@@ -58,6 +58,9 @@
     "dimensionality": "W m^-2 K^-4",
     "id": "askem.climate:0000101",
     "name": "Stefan-Boltzmann constant",
+    "parents": [
+      "askem.climate:0000002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -71,6 +74,13 @@
     "dimensionality": "kg m s^-2",
     "id": "askem.climate:0000102",
     "name": "gravitational constant",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002",
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -83,6 +93,12 @@
     "description": "",
     "id": "askem.climate:0000201",
     "name": "advection operator",
+    "parents": [
+      "askem.climate:0000009"
+    ],
+    "part_ofs": [
+      "askem.climate:0001003"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -95,30 +111,69 @@
     "description": "",
     "id": "askem.climate:0001001",
     "name": "Budyko Sellers",
+    "parents": [
+      "askem.climate:0000006"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "type": "class"
   },
   {
     "description": "",
     "id": "askem.climate:0001002",
     "name": "Halfar System",
+    "parents": [
+      "askem.climate:0000006"
+    ],
     "type": "class"
   },
   {
     "description": "",
     "id": "askem.climate:0001003",
     "name": "Nonhydrostatic Buoyancy",
+    "parents": [
+      "askem.climate:0000006"
+    ],
+    "part_ofs": [
+      "askem.climate:0001003"
+    ],
+    "type": "class"
+  },
+  {
+    "description": "",
+    "id": "askem.climate:0001004",
+    "name": "Momentum conservation equation",
+    "type": "class"
+  },
+  {
+    "description": "",
+    "id": "askem.climate:0001005",
+    "name": "tracer conservation",
     "type": "class"
   },
   {
     "description": "",
     "id": "askem.climate:0002001",
     "name": "energy balance",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "type": "class"
   },
   {
     "description": "Part of the incoming energy from the sun that is not reflected back, and is absorbed into the Earth system.",
     "id": "askem.climate:0002002",
     "name": "absorbed shortwave radiation",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "skos:exactMatch",
@@ -132,6 +187,12 @@
     "dimensionality": "W m^-2 ",
     "id": "askem.climate:0002003",
     "name": "outgoing longwave radiation",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "skos:exactMatch",
@@ -144,6 +205,12 @@
     "description": "",
     "id": "askem.climate:0002004",
     "name": "heat transfer",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "skos:exactMatch",
@@ -157,6 +224,12 @@
     "dimensionality": "m",
     "id": "askem.climate:0002005",
     "name": "flow law of ice",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "type": "class"
   },
   {
@@ -164,6 +237,12 @@
     "dimensionality": "Pa^-3 s^-1",
     "id": "askem.climate:0002006",
     "name": "Glen's law",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "type": "class"
   },
   {
@@ -171,12 +250,24 @@
     "dimensionality": "m s^-2",
     "id": "askem.climate:0002007",
     "name": "momentum conservation",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001003"
+    ],
     "type": "class"
   },
   {
     "description": "",
     "id": "askem.climate:0002008",
     "name": "tracer convervation",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001003"
+    ],
     "type": "class"
   },
   {
@@ -184,6 +275,12 @@
     "dimensionality": "kg m s^-2",
     "id": "askem.climate:0002009",
     "name": "linear equation of state",
+    "parents": [
+      "askem.climate:0000005"
+    ],
+    "part_ofs": [
+      "askem.climate:0001003"
+    ],
     "type": "class"
   },
   {
@@ -191,6 +288,12 @@
     "dimensionality": "radians",
     "id": "askem.climate:0003001",
     "name": "latitude",
+    "parents": [
+      "askem.climate:0000003"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -204,6 +307,9 @@
     "dimensionality": "unitless",
     "id": "askem.climate:0003002",
     "name": "diffusivity constant",
+    "parents": [
+      "askem.climate:0000008"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -217,6 +323,12 @@
     "dimensionality": "K",
     "id": "askem.climate:0003003",
     "name": "temperature",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0002009"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -227,9 +339,15 @@
   },
   {
     "description": "",
-    "dimensionality": "℃",
+    "dimensionality": "K",
     "id": "askem.climate:0003004",
     "name": "surface temperature",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -243,6 +361,12 @@
     "dimensionality": "W m^2",
     "id": "askem.climate:0003005",
     "name": "insolation",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -253,9 +377,15 @@
   },
   {
     "description": "",
-    "dimensionality": "J m^-2 ℃^-1",
+    "dimensionality": "J m^-2 K^-1",
     "id": "askem.climate:0003006",
     "name": "effective heat capacity",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -269,6 +399,12 @@
     "dimensionality": "unitless",
     "id": "askem.climate:0003007",
     "name": "albedo",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -281,6 +417,9 @@
     "description": "",
     "id": "askem.climate:0003008",
     "name": "longwave emissions",
+    "parents": [
+      "askem.climate:0000007"
+    ],
     "type": "class"
   },
   {
@@ -288,6 +427,12 @@
     "dimensionality": "W m^-2",
     "id": "askem.climate:0003009",
     "name": "longwave emissions at 0°C",
+    "parents": [
+      "askem.climate:0003008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -298,9 +443,15 @@
   },
   {
     "description": "",
-    "dimensionality": "W m^-2 ℃^-1",
+    "dimensionality": "W m^-2 K^-1",
     "id": "askem.climate:0003010",
     "name": "increase in emissions per degree",
+    "parents": [
+      "askem.climate:0000007"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -311,9 +462,15 @@
   },
   {
     "description": "",
-    "dimensionality": "W m^-2 ℃^-1",
+    "dimensionality": "W m^-2 K^-1",
     "id": "askem.climate:0003011",
     "name": "horizontal diffusivity",
+    "parents": [
+      "askem.climate:0000007"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -327,6 +484,12 @@
     "dimensionality": "kg m^-3",
     "id": "askem.climate:0003012",
     "name": "density",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -340,6 +503,12 @@
     "dimensionality": "kg m^-3",
     "id": "askem.climate:0003013",
     "name": "density of water",
+    "parents": [
+      "askem.climate:0003012"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -352,13 +521,22 @@
     "description": "",
     "id": "askem.climate:0003014",
     "name": "specific heat",
+    "parents": [
+      "askem.climate:0000002"
+    ],
     "type": "class"
   },
   {
     "description": "These appear in initial conditions",
-    "dimensionality": "J kg ℃",
+    "dimensionality": "J kg K",
     "id": "askem.climate:0003015",
     "name": "specific heat of water",
+    "parents": [
+      "askem.climate:0003014"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -372,6 +550,12 @@
     "dimensionality": "unitless",
     "id": "askem.climate:0003016",
     "name": "fraction of the area of interest",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -384,6 +568,12 @@
     "description": "C is the heat capacity of the Earth system, which is approximated by the amount of energy required to heat 100 meters of water. It is governed by the equation, 𝐶 = 𝑓𝜌𝑐𝑤𝐻, where 𝑓 is the fraction of the area of interest covered by water (as a whole, the fraction of Earth covered by water is 0.7), 𝜌 is the density of water (1025 𝑘𝑔 𝑚3), 𝑐𝑤 is the specific heat of water (4186 𝐽 𝑘𝑔℃), and 𝐻 is the depth of the water that is heated or cooled. For this problem, you can assume 𝑓 = 1, and 𝐻 = 100𝑚.",
     "id": "askem.climate:0003017",
     "name": "approximate heat capacity of Earth",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001001"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -397,6 +587,12 @@
     "dimensionality": "m",
     "id": "askem.climate:0003018",
     "name": "Ice height",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -410,6 +606,12 @@
     "dimensionality": "Pa^-3 s^-1",
     "id": "askem.climate:0003019",
     "name": "Strain rate",
+    "parents": [
+      "askem.climate:0000008"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -423,6 +625,12 @@
     "dimensionality": "unitless",
     "id": "askem.climate:0003020",
     "name": "Glen flow law exponent",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -436,6 +644,12 @@
     "dimensionality": "Pa^-3 s^-1",
     "id": "askem.climate:0003021",
     "name": "Power law constant",
+    "parents": [
+      "askem.climate:0000002"
+    ],
+    "part_ofs": [
+      "askem.climate:0001002"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -449,6 +663,12 @@
     "dimensionality": "rad s^-1",
     "id": "askem.climate:0003022",
     "name": "Coriolis parameter",
+    "parents": [
+      "askem.climate:0000007"
+    ],
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -462,6 +682,9 @@
     "dimensionality": "kg m s^-2",
     "id": "askem.climate:0003023",
     "name": "buoyancy",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -475,6 +698,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003024",
     "name": "velocity",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -487,6 +713,9 @@
     "description": "",
     "id": "askem.climate:0003025",
     "name": "advection of velocity",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -500,6 +729,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003026",
     "name": "background velocity",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -513,6 +745,9 @@
     "dimensionality": "kg m s^-1",
     "id": "askem.climate:0003027",
     "name": "arbitrary internal source of momentum",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -526,6 +761,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003028",
     "name": "horizontal 2D stokes velocity field",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -539,6 +777,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003029",
     "name": "update to velocity",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -552,6 +793,9 @@
     "dimensionality": "m^2 s^-1",
     "id": "askem.climate:0003030",
     "name": "turbulence",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -565,6 +809,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003031",
     "name": "molecular or turbulence viscous stress",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -578,6 +825,9 @@
     "dimensionality": "kg m^-1 s^-2",
     "id": "askem.climate:0003032",
     "name": "kinematic pressure",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -591,6 +841,9 @@
     "dimensionality": "kg m^-2 s^-2",
     "id": "askem.climate:0003033",
     "name": "kinematic pressure gradient",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -604,6 +857,9 @@
     "dimensionality": "m s^-1",
     "id": "askem.climate:0003034",
     "name": "velocity field of dynamics of gravity waves",
+    "part_ofs": [
+      "askem.climate:0001004"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -616,6 +872,9 @@
     "description": "A tracer is a thing that's flowing through the water. In this example, salinity and temperature are both tracers. Buoyancy can also be a tracer, but it can be determined by an equation of state.",
     "id": "askem.climate:0003035",
     "name": "tracer",
+    "part_ofs": [
+      "askem.climate:0001005"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -628,6 +887,9 @@
     "description": "prior to spatial boundary conditions. In this case, Those conditions are setting things on the boundary to being zero where necessary.",
     "id": "askem.climate:0003036",
     "name": "update to tracer",
+    "part_ofs": [
+      "askem.climate:0001005"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -640,6 +902,9 @@
     "description": "",
     "id": "askem.climate:0003037",
     "name": "arbitrary source term",
+    "part_ofs": [
+      "askem.climate:0001005"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -664,6 +929,9 @@
     "description": "",
     "id": "askem.climate:0003039",
     "name": "diffusive flux of c",
+    "part_ofs": [
+      "askem.climate:0001005"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -677,6 +945,9 @@
     "dimensionality": "K",
     "id": "askem.climate:0003040",
     "name": "Update to temperature prior to boundary conditions",
+    "part_ofs": [
+      "askem.climate:0002009"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -690,6 +961,9 @@
     "dimensionality": "g L^-1",
     "id": "askem.climate:0003041",
     "name": "salinity",
+    "part_ofs": [
+      "askem.climate:0002009"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -703,6 +977,9 @@
     "dimensionality": "K^-1",
     "id": "askem.climate:0003042",
     "name": "expansion coefficient",
+    "part_ofs": [
+      "askem.climate:0002009"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
@@ -716,6 +993,9 @@
     "dimensionality": "ppt^-1",
     "id": "askem.climate:0003043",
     "name": "Haline contraction coefficient",
+    "part_ofs": [
+      "askem.climate:0002009"
+    ],
     "synonyms": [
       {
         "type": "referenced_by_symbol",
diff --git a/mira/dkg/askemo/askemo_climate.py b/mira/dkg/askemo/askemo_climate.py
index 41191c22f..c7db6ca75 100644
--- a/mira/dkg/askemo/askemo_climate.py
+++ b/mira/dkg/askemo/askemo_climate.py
@@ -1,10 +1,11 @@
 """Generate the ASKEM Climate Ontology artifact."""
 
+from collections import defaultdict
 from typing import Dict
 
 import pandas as pd
 
-from mira.dkg.askemo.api import Term, write, CLIMATE_ONTOLOGY_PATH
+from mira.dkg.askemo.api import CLIMATE_ONTOLOGY_PATH, Term, write
 from mira.dkg.models import Synonym
 
 __all__ = [
@@ -21,38 +22,46 @@
 def get_askem_climate_terms() -> Dict[str, Term]:
     """Get ASKEM Climate ontology terms."""
     # df = pd.read_csv(URL, sep="\t")
-    df = pd.read_csv("ASKEM Climate Ontology - Sheet1.tsv", sep="\t")
+    df = pd.read_excel("/Users/cthoyt/Downloads/ASKEM Climate Ontology.xlsx")
     df = df[df["curie"].notna()]
     df.columns = [c.lower() for c in df.columns]
-    terms = [get_term(row) for _, row in df.iterrows()]
-    id_to_term: dict[str, Term] = {term.id: term for term in terms}
-    name_to_term: dict[str, Term] = {term.name.lower(): term for term in terms}
 
-    for curie, parent in df[["curie", "grouping"]].values:
+    name_to_id = {
+        name.lower(): curie for curie, name in df[["curie", "name"]].values
+    }
+
+    parents = defaultdict(list)
+    for curie, parent in df[["curie", "parent"]].values:
         if pd.isna(parent):
             continue
         for t in parent.strip().split(","):
             t = t.strip()
-            if term := name_to_term.get(t.lower()):
-                id_to_term[curie].parents.append(term.id)
-            elif term := id_to_term.get(t):
-                id_to_term[curie].parents.append(term.id)
+            if t == "root":
+                continue
+            term_id = name_to_id[t.lower()]
+            parents[curie].append(term_id)
+    parents = dict(parents)
 
+    part_ofs = defaultdict(list)
     for curie, part_of in df[["curie", "part of"]].values:
         if pd.isna(part_of):
             continue
         for t in part_of.strip().split(","):
-            t = t.strip()
-            if term := name_to_term.get(t.lower()):
-                id_to_term[curie].part_ofs.append(term.id)
-            elif term := id_to_term.get(t):
-                id_to_term[curie].part_ofs.append(term.id)
+            t = t.strip().lower()
+            term_id = name_to_id[t]
+            part_ofs[curie].append(term_id)
+    part_ofs = dict(part_ofs)
+
+    terms = [get_term(row, parents=parents, part_ofs=part_ofs) for _, row in df.iterrows()]
+    id_to_term: dict[str, Term] = {term.id: term for term in terms}
 
     return id_to_term
 
 
-def get_term(row) -> Term:
+def get_term(row, parents, part_ofs) -> Term:
     """Get an ASKEM Climate ontology term from a row in a dataframe."""
+    curie = row["curie"]
+
     synonyms = []
     if pd.notna(abbreviation := row.get("abbreviation")):
         synonyms.append(Synonym(value=abbreviation, type="skos:exactMatch"))
@@ -67,11 +76,18 @@ def get_term(row) -> Term:
             # the shrug emoji represents a variadic unit type, which is itself a parameter
             kwargs["dimensionality"] = units
 
+    if curie in parents:
+        kwargs["parents"] = parents[curie]
+    if curie in part_ofs:
+        kwargs["part_ofs"] = part_ofs[curie]
+
     return Term(
         type="class",
-        id=row["curie"],
+        id=curie,
         name=row["name"].strip(),
-        description=row["description"] if pd.notna(row["description"]) else "",
+        description=row["description"].replace("\n", " ")
+        if pd.notna(row["description"])
+        else "",
         **kwargs,
     )