diff --git a/src/lib.rs b/src/lib.rs
index 98e9a4a..5941618 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -146,7 +146,7 @@ fn format_drop_errors(raw_errors: Vec<(String, String, String)>, instance: &Valu
 
     // 2. Deduplicate by instance_path and format as DropError
     let mut unique_errors: HashMap<String, Value> = HashMap::new();
-    for (instance_path, schema_path, message) in plausible_errors {
+    for (instance_path, _schema_path, message) in plausible_errors {
         if let Entry::Vacant(entry) = unique_errors.entry(instance_path.clone()) {
             // Convert message to error code and make it human readable
             let (code, human_message) = enhance_error_message(&message);
@@ -158,11 +158,8 @@ fn format_drop_errors(raw_errors: Vec<(String, String, String)>, instance: &Valu
                 "code": code,
                 "message": human_message,
                 "details": {
-                    "path": schema_path,
-                    "context": json!({ 
-                        "instance_path": instance_path,
-                        "failing_value": failing_value
-                    }),
+                    "path": instance_path,
+                    "context": failing_value,
                     "cause": message // Original error message
                 }
             }));
diff --git a/src/tests.rs b/src/tests.rs
index e829633..706caa8 100644
--- a/src/tests.rs
+++ b/src/tests.rs
@@ -153,16 +153,15 @@ fn test_cache_and_validate_json_schema() {
   let invalid_result_type = validate_json_schema(schema_id, jsonb(invalid_instance_type));
   assert_failure_with_json!(invalid_result_type, 1, "Value is below the minimum allowed", "Validation with invalid type should fail.");
   let errors_type = invalid_result_type.0["errors"].as_array().unwrap();
-  assert_eq!(errors_type[0]["details"]["context"]["instance_path"], "/age");
-  assert_eq!(errors_type[0]["details"]["path"], "urn:my_schema#/properties/age");
+  assert_eq!(errors_type[0]["details"]["path"], "/age");
+  assert_eq!(errors_type[0]["details"]["context"], -5);
   assert_eq!(errors_type[0]["code"], "MINIMUM_VIOLATED");
 
   // Missing field
   let invalid_result_missing = validate_json_schema(schema_id, jsonb(invalid_instance_missing));
   assert_failure_with_json!(invalid_result_missing, 1, "Required field is missing", "Validation with missing field should fail.");
   let errors_missing = invalid_result_missing.0["errors"].as_array().unwrap();
-  assert_eq!(errors_missing[0]["details"]["context"]["instance_path"], "");
-  assert_eq!(errors_missing[0]["details"]["path"], "urn:my_schema#");
+  assert_eq!(errors_missing[0]["details"]["path"], "");
   assert_eq!(errors_missing[0]["code"], "REQUIRED_FIELD_MISSING");
 
   // Schema not found
@@ -208,9 +207,9 @@ fn test_cache_invalid_json_schema() {
   // Both errors should have ENUM_VIOLATED code
   assert_eq!(errors_array[0]["code"], "ENUM_VIOLATED");
   assert_eq!(errors_array[1]["code"], "ENUM_VIOLATED");
-  // Check instance paths are preserved in context
+  // Check instance paths are preserved in path field
   let paths: Vec<&str> = errors_array.iter()
-    .map(|e| e["details"]["context"]["instance_path"].as_str().unwrap())
+    .map(|e| e["details"]["path"].as_str().unwrap())
     .collect();
   assert!(paths.contains(&"/type"));
   assert!(paths.contains(&"/type/0"));
@@ -283,11 +282,11 @@ fn test_validate_json_schema_oneof_validation_errors() {
   // Explicitly check that both expected errors are present, ignoring order
   let errors_string = result_invalid_string.0["errors"].as_array().expect("Expected error array for invalid string");
   assert!(errors_string.iter().any(|e| 
-    e["details"]["context"]["instance_path"] == "/string_prop" && 
+    e["details"]["path"] == "/string_prop" && 
     e["code"] == "MAX_LENGTH_VIOLATED"
   ), "Missing maxLength error");
   assert!(errors_string.iter().any(|e| 
-    e["details"]["context"]["instance_path"] == "" && 
+    e["details"]["path"] == "" && 
     e["code"] == "REQUIRED_FIELD_MISSING"
   ), "Missing number_prop required error");
 
@@ -299,11 +298,11 @@ fn test_validate_json_schema_oneof_validation_errors() {
   // Explicitly check that both expected errors are present, ignoring order
   let errors_number = result_invalid_number.0["errors"].as_array().expect("Expected error array for invalid number");
   assert!(errors_number.iter().any(|e| 
-    e["details"]["context"]["instance_path"] == "/number_prop" && 
+    e["details"]["path"] == "/number_prop" && 
     e["code"] == "MINIMUM_VIOLATED"
   ), "Missing minimum error");
   assert!(errors_number.iter().any(|e| 
-    e["details"]["context"]["instance_path"] == "" && 
+    e["details"]["path"] == "" && 
     e["code"] == "REQUIRED_FIELD_MISSING"
   ), "Missing string_prop required error");
 
@@ -317,7 +316,7 @@ fn test_validate_json_schema_oneof_validation_errors() {
   let errors_bool = result_invalid_bool.0["errors"].as_array().expect("Expected error array for invalid bool");
   assert_eq!(errors_bool.len(), 1, "Expected exactly one error after deduplication");
   assert_eq!(errors_bool[0]["code"], "TYPE_MISMATCH");
-  assert_eq!(errors_bool[0]["details"]["context"]["instance_path"], "");
+  assert_eq!(errors_bool[0]["details"]["path"], "");
 
   // --- Test case 4: Fails missing required for both branches ---
   // Input: empty object, expected string_prop (branch 0) OR number_prop (branch 1)
@@ -329,7 +328,7 @@ fn test_validate_json_schema_oneof_validation_errors() {
   let errors_empty = result_empty_obj.0["errors"].as_array().expect("Expected error array for empty object");
   assert_eq!(errors_empty.len(), 1, "Expected exactly one error after filtering empty object");
   assert_eq!(errors_empty[0]["code"], "REQUIRED_FIELD_MISSING");
-  assert_eq!(errors_empty[0]["details"]["context"]["instance_path"], "");
+  assert_eq!(errors_empty[0]["details"]["path"], "");
   // The human message should be generic
   assert_eq!(errors_empty[0]["message"], "Required field is missing");
 }