diff --git a/spark/src/main/spark-4.0/org/apache/spark/sql/comet/shims/ShimSparkErrorConverter.scala b/spark/src/main/spark-4.0/org/apache/spark/sql/comet/shims/ShimSparkErrorConverter.scala
index fc7d8277ed..46bdd2ec03 100644
--- a/spark/src/main/spark-4.0/org/apache/spark/sql/comet/shims/ShimSparkErrorConverter.scala
+++ b/spark/src/main/spark-4.0/org/apache/spark/sql/comet/shims/ShimSparkErrorConverter.scala
@@ -19,11 +19,12 @@
 
 package org.apache.spark.sql.comet.shims
 
+import java.io.FileNotFoundException
+
 import scala.util.matching.Regex
 
 import org.apache.spark.QueryContext
 import org.apache.spark.SparkException
-import org.apache.spark.SparkFileNotFoundException
 import org.apache.spark.sql.errors.QueryExecutionErrors
 import org.apache.spark.sql.types._
 import org.apache.spark.unsafe.types.UTF8String
@@ -292,17 +293,13 @@ trait ShimSparkErrorConverter {
 
       case "FileNotFound" =>
         val msg = params("message").toString
-        // Extract file path from native error message and format like Hadoop's
-        // FileNotFoundException: "File <path> does not exist"
         val path = ShimSparkErrorConverter.ObjectLocationPattern
           .findFirstMatchIn(msg)
           .map(_.group(1))
           .getOrElse(msg)
-        // readCurrentFileNotFoundError was removed in Spark 4.0; construct directly
         Some(
-          new SparkFileNotFoundException(
-            errorClass = "_LEGACY_ERROR_TEMP_2055",
-            messageParameters = Map("message" -> s"File $path does not exist")))
+          QueryExecutionErrors
+            .fileNotExistError(path, new FileNotFoundException(s"File $path does not exist")))
 
       case _ =>
         // Unknown error type - return None to trigger fallback