diff --git a/paimon-common/src/main/java/org/apache/paimon/utils/RowRangeIndex.java b/paimon-common/src/main/java/org/apache/paimon/utils/RowRangeIndex.java
index 7143d7d5fdc2..e5264555b2a5 100644
--- a/paimon-common/src/main/java/org/apache/paimon/utils/RowRangeIndex.java
+++ b/paimon-common/src/main/java/org/apache/paimon/utils/RowRangeIndex.java
@@ -42,6 +42,16 @@ private RowRangeIndex(List<Range> ranges) {
         }
     }
 
+    /** Builds an index from a bitmap, skipping sorting and merging for already ordered ranges. */
+    public static RowRangeIndex fromBitmap(RoaringNavigableMap64 bitmap) {
+        List<Range> ranges = bitmap.toRangeList();
+        // Bitmap order is unsigned; mixed signs still require signed sorting and merging.
+        if (ranges.size() > 1 && ranges.get(0).from > ranges.get(ranges.size() - 1).from) {
+            return create(ranges);
+        }
+        return new RowRangeIndex(ranges);
+    }
+
     public static RowRangeIndex create(List<Range> ranges) {
         return create(ranges, true);
     }
diff --git a/paimon-common/src/test/java/org/apache/paimon/utils/RowRangeIndexTest.java b/paimon-common/src/test/java/org/apache/paimon/utils/RowRangeIndexTest.java
index 7c4a9b155013..f1be84e0249d 100644
--- a/paimon-common/src/test/java/org/apache/paimon/utils/RowRangeIndexTest.java
+++ b/paimon-common/src/test/java/org/apache/paimon/utils/RowRangeIndexTest.java
@@ -21,12 +21,52 @@
 import org.junit.jupiter.api.Test;
 
 import java.util.Arrays;
+import java.util.stream.LongStream;
 
 import static org.assertj.core.api.Assertions.assertThat;
 
 /** Tests for {@link RowRangeIndex}. */
 class RowRangeIndexTest {
 
+    @Test
+    void testFromBitmapPreservesRangeQueriesAndOwnership() {
+        for (long[] values :
+                new long[][] {
+                    {},
+                    {0},
+                    {0, 1, 2, 9, 11, 12},
+                    {Integer.MAX_VALUE, (1L << 32) - 1, 1L << 32, Long.MAX_VALUE},
+                    {-2, -1, 0, 1, Long.MAX_VALUE},
+                    {Long.MIN_VALUE, -2, -1},
+                    LongStream.range(0, 10000).toArray()
+                }) {
+            RoaringNavigableMap64 bitmap = RoaringNavigableMap64.bitmapOf(values);
+            RowRangeIndex expected = RowRangeIndex.create(bitmap.toRangeList());
+            RowRangeIndex actual = RowRangeIndex.fromBitmap(bitmap);
+            assertThat(actual.ranges()).isEqualTo(expected.ranges());
+            long[] bounds = {
+                Long.MIN_VALUE, -2, -1, 0, 1, 3, 8, 9, 10, 11, 13, 9999, 1L << 32, Long.MAX_VALUE
+            };
+            for (long start : bounds) {
+                for (long end : bounds) {
+                    if (start <= end) {
+                        Range range = new Range(start, end);
+                        assertThat(actual.intersects(start, end))
+                                .isEqualTo(expected.intersects(start, end));
+                        assertThat(actual.intersectedRanges(start, end))
+                                .isEqualTo(expected.intersectedRanges(start, end));
+                        assertThat(actual.contains(range)).isEqualTo(expected.contains(range));
+                        assertThat(actual.containsExactly(range))
+                                .isEqualTo(expected.containsExactly(range));
+                    }
+                }
+            }
+            bitmap.add(20000);
+            assertThat(actual.ranges()).isEqualTo(expected.ranges());
+            assertThat(actual.intersects(20000, 20000)).isFalse();
+        }
+    }
+
     @Test
     void testContains() {
         RowRangeIndex index =
diff --git a/paimon-core/src/main/java/org/apache/paimon/globalindex/DataEvolutionBatchScan.java b/paimon-core/src/main/java/org/apache/paimon/globalindex/DataEvolutionBatchScan.java
index 7a16a2e7accb..6f12335f3ccd 100644
--- a/paimon-core/src/main/java/org/apache/paimon/globalindex/DataEvolutionBatchScan.java
+++ b/paimon-core/src/main/java/org/apache/paimon/globalindex/DataEvolutionBatchScan.java
@@ -286,7 +286,7 @@ public Plan plan() {
             }
             if (indexResult.isPresent()) {
                 GlobalIndexResult result = indexResult.get();
-                rowRangeIndex = RowRangeIndex.create(result.results().toRangeList());
+                rowRangeIndex = RowRangeIndex.fromBitmap(result.results());
                 if (result instanceof ScoredGlobalIndexResult) {
                     scoreGetter = ((ScoredGlobalIndexResult) result).scoreGetter();
                 }