diff --git a/dev/data/example_synthetic.jsonld b/dev/data/example_synthetic.jsonld
deleted file mode 100644
index 937951b..0000000
--- a/dev/data/example_synthetic.jsonld
+++ /dev/null
@@ -1,331 +0,0 @@
-{
-  "@context": {
-    "nb": "http://neurobagel.org/vocab/",
-    "snomed": "http://purl.bioontology.org/ontology/SNOMEDCT/",
-    "nidm": "http://purl.org/nidash/nidm#",
-    "cogatlas": "https://www.cognitiveatlas.org/task/id/",
-    "ncit": "http://ncicb.nci.nih.gov/xml/owl/EVS/Thesaurus.owl#",
-    "Acquisition": "nb:Acquisition",
-    "identifier": "@id",
-    "hasContrastType": {
-      "@id": "nb:hasContrastType"
-    },
-    "schemaKey": "@type",
-    "Assessment": "nb:Assessment",
-    "Bagel": "nb:Bagel",
-    "BaseModel": "nb:BaseModel",
-    "ControlledTerm": "nb:ControlledTerm",
-    "Dataset": "nb:Dataset",
-    "hasLabel": {
-      "@id": "nb:hasLabel"
-    },
-    "hasPortalURI": {
-      "@id": "nb:hasPortalURI"
-    },
-    "hasSamples": {
-      "@id": "nb:hasSamples"
-    },
-    "Diagnosis": "nb:Diagnosis",
-    "Image": "nb:Image",
-    "ImagingSession": "nb:ImagingSession",
-    "hasFilePath": {
-      "@id": "nb:hasFilePath"
-    },
-    "hasAcquisition": {
-      "@id": "nb:hasAcquisition"
-    },
-    "PhenotypicSession": "nb:PhenotypicSession",
-    "hasAge": {
-      "@id": "nb:hasAge"
-    },
-    "hasSex": {
-      "@id": "nb:hasSex"
-    },
-    "isSubjectGroup": {
-      "@id": "nb:isSubjectGroup"
-    },
-    "hasDiagnosis": {
-      "@id": "nb:hasDiagnosis"
-    },
-    "hasAssessment": {
-      "@id": "nb:hasAssessment"
-    },
-    "Session": "nb:Session",
-    "Sex": "nb:Sex",
-    "Subject": "nb:Subject",
-    "hasSession": {
-      "@id": "nb:hasSession"
-    },
-    "SubjectGroup": "nb:SubjectGroup"
-  },
-  "identifier": "nb:e0c7d08c-edcc-4c2a-816a-306878ed7be2",
-  "hasLabel": "BIDS synthetic",
-  "hasPortalURI": "https://github.com/bids-standard/bids-examples",
-  "hasSamples": [
-    {
-      "identifier": "nb:34ec1e2d-9a81-4a50-bcd0-eb22c88d11e1",
-      "hasLabel": "sub-01",
-      "hasSession": [
-        {
-          "identifier": "nb:85c7473c-6122-4999-ad3b-5cd57a883c87",
-          "hasLabel": "ses-01",
-          "hasAge": 34.1,
-          "hasSex": {
-            "identifier": "snomed:248152002",
-            "schemaKey": "Sex"
-          },
-          "isSubjectGroup": {
-            "identifier": "ncit:C94342",
-            "schemaKey": "SubjectGroup"
-          },
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        },
-        {
-          "identifier": "nb:eb57d0c1-fb96-4c04-8c16-1f29f7f40db4",
-          "hasLabel": "ses-02",
-          "hasAge": 35.3,
-          "hasSex": {
-            "identifier": "snomed:248152002",
-            "schemaKey": "Sex"
-          },
-          "isSubjectGroup": {
-            "identifier": "ncit:C94342",
-            "schemaKey": "SubjectGroup"
-          },
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        }
-      ],
-      "schemaKey": "Subject"
-    },
-    {
-      "identifier": "nb:2de41397-805f-4059-b464-388ef501d6e5",
-      "hasLabel": "sub-02",
-      "hasSession": [
-        {
-          "identifier": "nb:0ce182f3-b47c-4b50-8b76-8f257e490cf3",
-          "hasLabel": "ses-01",
-          "hasSex": {
-            "identifier": "snomed:248153007",
-            "schemaKey": "Sex"
-          },
-          "hasDiagnosis": [
-            {
-              "identifier": "snomed:406506008",
-              "schemaKey": "Diagnosis"
-            }
-          ],
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        },
-        {
-          "identifier": "nb:4871d5c2-963f-4825-ab43-85a87edac4ce",
-          "hasLabel": "ses-02",
-          "hasAge": 39.0,
-          "hasSex": {
-            "identifier": "snomed:248153007",
-            "schemaKey": "Sex"
-          },
-          "hasDiagnosis": [
-            {
-              "identifier": "snomed:406506008",
-              "schemaKey": "Diagnosis"
-            }
-          ],
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        }
-      ],
-      "schemaKey": "Subject"
-    },
-    {
-      "identifier": "nb:d4258426-2971-43ff-92fa-4b20bd21c31f",
-      "hasLabel": "sub-03",
-      "hasSession": [
-        {
-          "identifier": "nb:3f9c82d5-6648-4b9b-8f86-195ee9283875",
-          "hasLabel": "ses-01",
-          "hasAge": 22.1,
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        },
-        {
-          "identifier": "nb:0f7fe93b-13b1-4ca7-9e58-b997a18ec9b9",
-          "hasLabel": "ses-02",
-          "hasAge": 23.2,
-          "hasDiagnosis": [
-            {
-              "identifier": "snomed:406506008",
-              "schemaKey": "Diagnosis"
-            }
-          ],
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        }
-      ],
-      "schemaKey": "Subject"
-    },
-    {
-      "identifier": "nb:73193f71-cd19-4b8c-ae73-abc882e9b688",
-      "hasLabel": "sub-04",
-      "hasSession": [
-        {
-          "identifier": "nb:962aa986-dbd7-4412-a180-49c0a24c9f87",
-          "hasLabel": "ses-01",
-          "hasAge": 21.1,
-          "hasSex": {
-            "identifier": "snomed:248152002",
-            "schemaKey": "Sex"
-          },
-          "isSubjectGroup": {
-            "identifier": "ncit:C94342",
-            "schemaKey": "SubjectGroup"
-          },
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        },
-        {
-          "identifier": "nb:8622fc66-013d-4675-a328-fdcccd4616b0",
-          "hasLabel": "ses-02",
-          "hasAge": 22.3,
-          "hasSex": {
-            "identifier": "snomed:248152002",
-            "schemaKey": "Sex"
-          },
-          "isSubjectGroup": {
-            "identifier": "ncit:C94342",
-            "schemaKey": "SubjectGroup"
-          },
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        }
-      ],
-      "schemaKey": "Subject"
-    },
-    {
-      "identifier": "nb:cb8d7a96-fdec-425c-b0b5-9e9ac3c70e8c",
-      "hasLabel": "sub-05",
-      "hasSession": [
-        {
-          "identifier": "nb:1d7c30f5-cae9-43c9-a154-26dbe0029594",
-          "hasLabel": "ses-01",
-          "hasAge": 42.5,
-          "hasSex": {
-            "identifier": "snomed:248153007",
-            "schemaKey": "Sex"
-          },
-          "hasDiagnosis": [
-            {
-              "identifier": "snomed:406506008",
-              "schemaKey": "Diagnosis"
-            }
-          ],
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        },
-        {
-          "identifier": "nb:2401e418-6f9b-4113-9511-b1b9a332a5d0",
-          "hasLabel": "ses-02",
-          "hasAge": 43.2,
-          "hasSex": {
-            "identifier": "snomed:248153007",
-            "schemaKey": "Sex"
-          },
-          "hasDiagnosis": [
-            {
-              "identifier": "snomed:406506008",
-              "schemaKey": "Diagnosis"
-            }
-          ],
-          "hasAssessment": [
-            {
-              "identifier": "cogatlas:trm_57964b8a66aed",
-              "schemaKey": "Assessment"
-            },
-            {
-              "identifier": "cogatlas:tsk_4a57abb949ece",
-              "schemaKey": "Assessment"
-            }
-          ],
-          "schemaKey": "PhenotypicSession"
-        }
-      ],
-      "schemaKey": "Subject"
-    }
-  ],
-  "schemaKey": "Dataset"
-}
\ No newline at end of file
diff --git a/dev/data/example_synthetic_pheno-bids.jsonld b/dev/data/example_synthetic_pheno-bids.jsonld
new file mode 100644
index 0000000..44e7f6d
--- /dev/null
+++ b/dev/data/example_synthetic_pheno-bids.jsonld
@@ -0,0 +1,731 @@
+{
+  "@context": {
+    "nb": "http://neurobagel.org/vocab/",
+    "snomed": "http://purl.bioontology.org/ontology/SNOMEDCT/",
+    "nidm": "http://purl.org/nidash/nidm#",
+    "cogatlas": "https://www.cognitiveatlas.org/task/id/",
+    "ncit": "http://ncicb.nci.nih.gov/xml/owl/EVS/Thesaurus.owl#",
+    "Acquisition": "nb:Acquisition",
+    "identifier": "@id",
+    "hasContrastType": {
+      "@id": "nb:hasContrastType"
+    },
+    "schemaKey": "@type",
+    "Assessment": "nb:Assessment",
+    "Bagel": "nb:Bagel",
+    "BaseModel": "nb:BaseModel",
+    "ControlledTerm": "nb:ControlledTerm",
+    "Dataset": "nb:Dataset",
+    "hasLabel": {
+      "@id": "nb:hasLabel"
+    },
+    "hasPortalURI": {
+      "@id": "nb:hasPortalURI"
+    },
+    "hasSamples": {
+      "@id": "nb:hasSamples"
+    },
+    "Diagnosis": "nb:Diagnosis",
+    "Image": "nb:Image",
+    "ImagingSession": "nb:ImagingSession",
+    "hasFilePath": {
+      "@id": "nb:hasFilePath"
+    },
+    "hasAcquisition": {
+      "@id": "nb:hasAcquisition"
+    },
+    "PhenotypicSession": "nb:PhenotypicSession",
+    "hasAge": {
+      "@id": "nb:hasAge"
+    },
+    "hasSex": {
+      "@id": "nb:hasSex"
+    },
+    "isSubjectGroup": {
+      "@id": "nb:isSubjectGroup"
+    },
+    "hasDiagnosis": {
+      "@id": "nb:hasDiagnosis"
+    },
+    "hasAssessment": {
+      "@id": "nb:hasAssessment"
+    },
+    "Session": "nb:Session",
+    "Sex": "nb:Sex",
+    "Subject": "nb:Subject",
+    "hasSession": {
+      "@id": "nb:hasSession"
+    },
+    "SubjectGroup": "nb:SubjectGroup"
+  },
+  "identifier": "nb:e0c7d08c-edcc-4c2a-816a-306878ed7be2",
+  "hasLabel": "BIDS synthetic",
+  "hasPortalURI": "https://github.com/bids-standard/bids-examples",
+  "hasSamples": [
+    {
+      "identifier": "nb:34ec1e2d-9a81-4a50-bcd0-eb22c88d11e1",
+      "hasLabel": "sub-01",
+      "hasSession": [
+        {
+          "identifier": "nb:85c7473c-6122-4999-ad3b-5cd57a883c87",
+          "hasLabel": "ses-01",
+          "hasAge": 34.1,
+          "hasSex": {
+            "identifier": "snomed:248152002",
+            "schemaKey": "Sex"
+          },
+          "isSubjectGroup": {
+            "identifier": "ncit:C94342",
+            "schemaKey": "SubjectGroup"
+          },
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:eb57d0c1-fb96-4c04-8c16-1f29f7f40db4",
+          "hasLabel": "ses-02",
+          "hasAge": 35.3,
+          "hasSex": {
+            "identifier": "snomed:248152002",
+            "schemaKey": "Sex"
+          },
+          "isSubjectGroup": {
+            "identifier": "ncit:C94342",
+            "schemaKey": "SubjectGroup"
+          },
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:e67fd08b-9bf9-4ed8-b4cc-d0142cd27789",
+          "hasLabel": "ses-01",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-01/ses-01",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:5dc2e11e-4f7a-4b0e-9488-843f0a607f4b",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:3436fd9f-9895-4282-9990-42537e0e3365",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:b65e635a-29eb-4de2-9d9a-4d1940ff65c7",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:0709012b-6b83-435d-b332-6dbbf8ef48c7",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        },
+        {
+          "identifier": "nb:66177197-51e0-403c-bbfb-806b123f243d",
+          "hasLabel": "ses-02",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-01/ses-02",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:368ca74f-c4cd-4d46-a856-67e0f3634d45",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:eebd46f0-1d9c-428c-8e30-91115fb02952",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:49444dbf-f56e-4fec-a096-77e3f71a3a8a",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:b5e79c41-d953-4de0-b038-85c20d16dd08",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        }
+      ],
+      "schemaKey": "Subject"
+    },
+    {
+      "identifier": "nb:2de41397-805f-4059-b464-388ef501d6e5",
+      "hasLabel": "sub-02",
+      "hasSession": [
+        {
+          "identifier": "nb:0ce182f3-b47c-4b50-8b76-8f257e490cf3",
+          "hasLabel": "ses-01",
+          "hasSex": {
+            "identifier": "snomed:248153007",
+            "schemaKey": "Sex"
+          },
+          "hasDiagnosis": [
+            {
+              "identifier": "snomed:406506008",
+              "schemaKey": "Diagnosis"
+            }
+          ],
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:4871d5c2-963f-4825-ab43-85a87edac4ce",
+          "hasLabel": "ses-02",
+          "hasAge": 39.0,
+          "hasSex": {
+            "identifier": "snomed:248153007",
+            "schemaKey": "Sex"
+          },
+          "hasDiagnosis": [
+            {
+              "identifier": "snomed:406506008",
+              "schemaKey": "Diagnosis"
+            }
+          ],
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:63d093bd-62df-42f5-86b7-210258f67c9b",
+          "hasLabel": "ses-01",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-02/ses-01",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:41dc7ce3-959a-480a-8e6f-aff312384b87",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:1ba90704-000c-46c1-bb02-eb5e7ac45751",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:a531d16e-7d55-4909-8d7d-1b4af6d8b914",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f4e9ba66-64e4-46b5-b92f-1a428b9d9f15",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        },
+        {
+          "identifier": "nb:e17501bb-216f-487a-99f5-491f18f60ad5",
+          "hasLabel": "ses-02",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-02/ses-02",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:f0ed98eb-6639-4014-98bd-25e75b72da06",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f5ecb749-d807-4213-a318-f35ef9bdb17a",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:4290daa5-c9c9-4aa3-a289-3d4d43798e1f",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:3b691219-511f-4fcf-9837-241432a78db8",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        }
+      ],
+      "schemaKey": "Subject"
+    },
+    {
+      "identifier": "nb:d4258426-2971-43ff-92fa-4b20bd21c31f",
+      "hasLabel": "sub-03",
+      "hasSession": [
+        {
+          "identifier": "nb:3f9c82d5-6648-4b9b-8f86-195ee9283875",
+          "hasLabel": "ses-01",
+          "hasAge": 22.1,
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:0f7fe93b-13b1-4ca7-9e58-b997a18ec9b9",
+          "hasLabel": "ses-02",
+          "hasAge": 23.2,
+          "hasDiagnosis": [
+            {
+              "identifier": "snomed:406506008",
+              "schemaKey": "Diagnosis"
+            }
+          ],
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:32660b2a-e5e8-4e1b-af5c-4c5cdacce21d",
+          "hasLabel": "ses-01",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-03/ses-01",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:f9c90ddb-5e7f-40f5-b195-666054c0176c",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:3691a8f3-8f7d-47f1-a014-1a5dd69b1ee6",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:4be1fbcd-62a2-497b-9f12-4d6a069a8449",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:aea0110e-da1f-4f7e-b424-39e159fd137f",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        },
+        {
+          "identifier": "nb:12a5131a-d8ee-4e4c-bb4c-f39aa755b03c",
+          "hasLabel": "ses-02",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-03/ses-02",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:ca11ecc9-773b-4496-b63c-8cfc23ca9a78",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f8b246c2-1eb5-4821-b244-b511d7d86a25",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:8b238169-cc99-484e-8869-02c4008719e3",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:3ece5f2b-2c5a-48e2-9bd6-41b12c4d317e",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        }
+      ],
+      "schemaKey": "Subject"
+    },
+    {
+      "identifier": "nb:73193f71-cd19-4b8c-ae73-abc882e9b688",
+      "hasLabel": "sub-04",
+      "hasSession": [
+        {
+          "identifier": "nb:962aa986-dbd7-4412-a180-49c0a24c9f87",
+          "hasLabel": "ses-01",
+          "hasAge": 21.1,
+          "hasSex": {
+            "identifier": "snomed:248152002",
+            "schemaKey": "Sex"
+          },
+          "isSubjectGroup": {
+            "identifier": "ncit:C94342",
+            "schemaKey": "SubjectGroup"
+          },
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:8622fc66-013d-4675-a328-fdcccd4616b0",
+          "hasLabel": "ses-02",
+          "hasAge": 22.3,
+          "hasSex": {
+            "identifier": "snomed:248152002",
+            "schemaKey": "Sex"
+          },
+          "isSubjectGroup": {
+            "identifier": "ncit:C94342",
+            "schemaKey": "SubjectGroup"
+          },
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:4c4ad446-2dfa-447b-8982-0e89252a48db",
+          "hasLabel": "ses-01",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-04/ses-01",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:055cbbe8-cb3b-4ce4-bf44-6872d6abf8c8",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:e110bf95-6855-43c3-a675-05b486510ad7",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:afcba6b2-266c-4a1d-9c35-4629fc28f0fe",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f2aae326-dbbd-4d84-bc4a-1c390a6aff55",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        },
+        {
+          "identifier": "nb:e799e71d-5378-4c58-8cad-66a827fa6a6d",
+          "hasLabel": "ses-02",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-04/ses-02",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:4bdedf63-eb73-4fe0-bf29-c439e331d475",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:21b162d2-b025-4a3d-95f6-e65b35639a3e",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f78ad803-ac7e-4951-b68c-56448b2da336",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:0fd038f4-5fc6-4811-ad32-c333e3066724",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        }
+      ],
+      "schemaKey": "Subject"
+    },
+    {
+      "identifier": "nb:cb8d7a96-fdec-425c-b0b5-9e9ac3c70e8c",
+      "hasLabel": "sub-05",
+      "hasSession": [
+        {
+          "identifier": "nb:1d7c30f5-cae9-43c9-a154-26dbe0029594",
+          "hasLabel": "ses-01",
+          "hasAge": 42.5,
+          "hasSex": {
+            "identifier": "snomed:248153007",
+            "schemaKey": "Sex"
+          },
+          "hasDiagnosis": [
+            {
+              "identifier": "snomed:406506008",
+              "schemaKey": "Diagnosis"
+            }
+          ],
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:2401e418-6f9b-4113-9511-b1b9a332a5d0",
+          "hasLabel": "ses-02",
+          "hasAge": 43.2,
+          "hasSex": {
+            "identifier": "snomed:248153007",
+            "schemaKey": "Sex"
+          },
+          "hasDiagnosis": [
+            {
+              "identifier": "snomed:406506008",
+              "schemaKey": "Diagnosis"
+            }
+          ],
+          "hasAssessment": [
+            {
+              "identifier": "cogatlas:trm_57964b8a66aed",
+              "schemaKey": "Assessment"
+            },
+            {
+              "identifier": "cogatlas:tsk_4a57abb949ece",
+              "schemaKey": "Assessment"
+            }
+          ],
+          "schemaKey": "PhenotypicSession"
+        },
+        {
+          "identifier": "nb:b1c3704d-787e-42d8-9b7a-e80309938136",
+          "hasLabel": "ses-01",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-05/ses-01",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:5db67199-752a-44e5-bcad-89405e0b7c22",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:85e7525b-9d56-467d-b81e-e9668a10b313",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:38f8440c-bc52-4aed-bee5-84a8d43cb1fc",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:08b41711-4bba-4cfe-bd2e-bc9b3353f59a",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        },
+        {
+          "identifier": "nb:85881582-f817-4f8c-b8e2-aa7781180bfe",
+          "hasLabel": "ses-02",
+          "hasFilePath": "/data/neurobagel/bagel-cli/bids-examples/synthetic/sub-05/ses-02",
+          "hasAcquisition": [
+            {
+              "identifier": "nb:a2efc296-46a7-468b-a9a0-cf091517424d",
+              "hasContrastType": {
+                "identifier": "nidm:T1Weighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:143c340a-728a-4711-8929-131b84ea5f4f",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:2f6f5949-df23-42c0-befd-b9365eb33621",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            },
+            {
+              "identifier": "nb:f492c69b-d101-4f27-a2cd-6e1cb34f24ef",
+              "hasContrastType": {
+                "identifier": "nidm:FlowWeighted",
+                "schemaKey": "Image"
+              },
+              "schemaKey": "Acquisition"
+            }
+          ],
+          "schemaKey": "ImagingSession"
+        }
+      ],
+      "schemaKey": "Subject"
+    }
+  ],
+  "schemaKey": "Dataset"
+}
\ No newline at end of file
diff --git a/dev/docker-compose.yml b/dev/docker-compose.yml
index a5a7e51..e5663e2 100644
--- a/dev/docker-compose.yml
+++ b/dev/docker-compose.yml
@@ -29,7 +29,7 @@ services:
     volumes:
       - "${NB_GRAPH_ROOT_HOST:-~/graphdb-home}:${NB_GRAPH_ROOT_CONT:-/opt/graphdb/home}"
       - "${PWD}:/usr/src"
-      - "${LOCAL_GRAPH_DATA:-./data}:/usr/src/data"
+      - "${LOCAL_GRAPH_DATA:-./data}:/data"
     ports:
       - "${NB_GRAPH_PORT_HOST:-7200}:${NB_GRAPH_PORT:-7200}"
     env_file: .env    
@@ -49,13 +49,23 @@ services:
     environment:
       NB_API_PORT: ${NB_FAPI_PORT:-8000}
 
-  query:
+  query_federation:
     image: "neurobagel/query_tool:${NB_QUERY_TAG:-latest}"
     profiles:
       - "local_federation"
-      - "local_node_query"
       - "full_stack"
     ports:
       - "${NB_QUERY_PORT_HOST:-3000}:5173"
     environment:
-      NB_API_QUERY_URL: ${NB_API_QUERY_URL}
\ No newline at end of file
+      NB_API_QUERY_URL: ${NB_API_QUERY_URL}
+      NB_IS_FEDERATION_API: "true"
+  
+  query_local:
+    image: "neurobagel/query_tool:${NB_QUERY_TAG:-latest}"
+    profiles:
+      - "local_node_query"
+    ports:
+      - "${NB_QUERY_PORT_HOST:-3000}:5173"
+    environment:
+      NB_API_QUERY_URL: ${NB_API_QUERY_URL}
+      NB_IS_FEDERATION_API: "false"
\ No newline at end of file
diff --git a/dev/setup.sh b/dev/setup.sh
index e6f775c..061a91c 100755
--- a/dev/setup.sh
+++ b/dev/setup.sh
@@ -21,7 +21,7 @@ main() {
     echo "Finished server setup."
 
     echo "Adding datasets to the database..."
-    ./add_data_to_graph.sh ./data localhost:${NB_GRAPH_PORT} ${NB_GRAPH_DB} "${NB_GRAPH_USERNAME}" "${NB_GRAPH_PASSWORD}"
+    ./add_data_to_graph.sh /data localhost:${NB_GRAPH_PORT} ${NB_GRAPH_DB} "${NB_GRAPH_USERNAME}" "${NB_GRAPH_PASSWORD}"
     echo "Finished adding datasets to databases."
 
     echo "Adding Neurobagel vocabulary to the database"