diff --git a/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/graph/textblock/AtomicTextBlock.java b/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/graph/textblock/AtomicTextBlock.java
index 9db1955..c1bde81 100644
--- a/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/graph/textblock/AtomicTextBlock.java
+++ b/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/graph/textblock/AtomicTextBlock.java
@@ -208,7 +208,7 @@ public class AtomicTextBlock implements TextBlock {
         List<Rectangle2D> rectanglesPerLine = stringBoundary.split(getAllLineBreaksInBoundary(stringBoundary))
                 .stream()
                 .map(this::getPositions)
-                .map(RectangleTransformations::rectangleUnionWithGaps)
+                .map(RectangleTransformations::rectangleBBoxWithGaps)
                 .flatMap(Collection::stream)
                 .toList();
         Map<Page, List<Rectangle2D>> rectanglePerLinePerPage = new HashMap<>();
diff --git a/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/utils/RectangleTransformations.java b/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/utils/RectangleTransformations.java
index d5617a3..8cd8931 100644
--- a/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/utils/RectangleTransformations.java
+++ b/layoutparser-service/layoutparser-service-processor/src/main/java/com/knecon/fforesight/service/layoutparser/processor/utils/RectangleTransformations.java
@@ -1,6 +1,5 @@
 package com.knecon.fforesight.service.layoutparser.processor.utils;
 
-import java.awt.geom.Area;
 import java.awt.geom.Rectangle2D;
 import java.awt.geom.RectangularShape;
 import java.util.Collections;
@@ -19,11 +18,14 @@ import com.iqser.red.service.persistence.service.v1.api.shared.model.redactionlo
 import com.iqser.red.service.persistence.service.v1.api.shared.model.redactionlog.Rectangle;
 import com.knecon.fforesight.service.layoutparser.processor.graph.textblock.AtomicTextBlock;
 
+import lombok.AllArgsConstructor;
+import lombok.NoArgsConstructor;
+
 public class RectangleTransformations {
 
-    public static PDRectangle toPDRectangleUnion(List<Rectangle> rectangles) {
+    public static PDRectangle toPDRectangleBBox(List<Rectangle> rectangles) {
 
-        Rectangle2D rectangle2D = RectangleTransformations.bBoxUnionRectangle(rectangles);
+        Rectangle2D rectangle2D = RectangleTransformations.rectangleBBox(rectangles);
 
         PDRectangle annotationPosition = new PDRectangle();
         annotationPosition.setLowerLeftX((float) rectangle2D.getMinX());
@@ -34,15 +36,15 @@ public class RectangleTransformations {
     }
 
 
-    public static Rectangle2D bBoxUnionAtomicTextBlock(List<AtomicTextBlock> atomicTextBlocks) {
+    public static Rectangle2D atomicTextBlockBBox(List<AtomicTextBlock> atomicTextBlocks) {
 
-        return atomicTextBlocks.stream().flatMap(atomicTextBlock -> atomicTextBlock.getPositions().stream()).collect(new Rectangle2DUnion());
+        return atomicTextBlocks.stream().flatMap(atomicTextBlock -> atomicTextBlock.getPositions().stream()).collect(new Rectangle2DBBoxCollector());
     }
 
 
-    public static Rectangle2D bBoxUnionRectangle(List<Rectangle> rectangles) {
+    public static Rectangle2D rectangleBBox(List<Rectangle> rectangles) {
 
-        return rectangles.stream().map(RectangleTransformations::toRectangle2D).collect(new Rectangle2DUnion());
+        return rectangles.stream().map(RectangleTransformations::toRectangle2D).collect(new Rectangle2DBBoxCollector());
     }
 
 
@@ -64,9 +66,9 @@ public class RectangleTransformations {
     }
 
 
-    public static Rectangle2D rectangleUnion(List<Rectangle2D> rectangle2DList) {
+    public static Rectangle2D rectangle2DBBox(List<Rectangle2D> rectangle2DList) {
 
-        return rectangle2DList.stream().collect(new Rectangle2DUnion());
+        return rectangle2DList.stream().collect(new Rectangle2DBBoxCollector());
     }
 
 
@@ -76,7 +78,7 @@ public class RectangleTransformations {
      * @param rectangle2DList A list of rectangles to combine
      * @return A list of rectangles which are combined if they are closer than the split threshold
      */
-    public static List<Rectangle2D> rectangleUnionWithGaps(List<Rectangle2D> rectangle2DList) {
+    public static List<Rectangle2D> rectangleBBoxWithGaps(List<Rectangle2D> rectangle2DList) {
 
         if (rectangle2DList.isEmpty()) {
             return Collections.emptyList();
@@ -98,49 +100,87 @@ public class RectangleTransformations {
                 previousRectangle = currentRectangle;
             }
         }
-        return rectangleListsWithGaps.stream().map(RectangleTransformations::rectangleUnion).toList();
+        return rectangleListsWithGaps.stream().map(RectangleTransformations::rectangle2DBBox).toList();
     }
 
 
-    private static class Rectangle2DUnion implements Collector<Rectangle2D, Area, Rectangle2D> {
+    private static class Rectangle2DBBoxCollector implements Collector<Rectangle2D, Rectangle2DBBoxCollector.BBox, Rectangle2D> {
 
         @Override
-        public Supplier<Area> supplier() {
+        public Supplier<BBox> supplier() {
 
-            return Area::new;
+            return BBox::new;
         }
 
 
         @Override
-        public BiConsumer<Area, Rectangle2D> accumulator() {
+        public BiConsumer<BBox, Rectangle2D> accumulator() {
 
-            return (area, rectangle2D) -> area.add(new Area(rectangle2D));
+            return (bb, rect) -> bb.addRectangle(rect.getMinX(), rect.getMinY(), rect.getMaxX(), rect.getMaxY());
         }
 
 
         @Override
-        public BinaryOperator<Area> combiner() {
+        public BinaryOperator<BBox> combiner() {
 
-            return (area1, area2) -> {
-                area1.add(area2);
-                return area1;
-            };
+            return (b1, b2) -> new BBox(Math.min(b1.lowerLeftX, b2.lowerLeftX),
+                    Math.min(b1.lowerLeftY, b2.lowerLeftY),
+                    Math.max(b1.upperRightX, b2.upperRightX),
+                    Math.max(b1.upperRightY, b2.upperRightY));
         }
 
 
         @Override
-        public Function<Area, Rectangle2D> finisher() {
+        public Function<BBox, Rectangle2D> finisher() {
 
-            return Area::getBounds2D;
+            return bb -> new Rectangle2D.Double(bb.lowerLeftX, bb.lowerLeftY, bb.upperRightX - bb.lowerLeftX, bb.upperRightY - bb.lowerLeftY);
         }
 
 
         @Override
         public Set<Characteristics> characteristics() {
 
-            return Set.of(Characteristics.CONCURRENT, Characteristics.UNORDERED);
+            return Set.of(Characteristics.UNORDERED);
+        }
+
+
+        @AllArgsConstructor
+        @NoArgsConstructor
+        private static class BBox {
+
+            Double lowerLeftX;
+            Double lowerLeftY;
+            Double upperRightX;
+            Double upperRightY;
+
+
+            public void addRectangle(double lowerLeftX, double lowerLeftY, double upperRightX, double upperRightY) {
+
+                if (this.lowerLeftX == null) {
+                    this.lowerLeftX = lowerLeftX;
+                } else if (this.lowerLeftX > lowerLeftX) {
+                    this.lowerLeftX = lowerLeftX;
+                }
+                if (this.lowerLeftY == null) {
+                    this.lowerLeftY = lowerLeftY;
+                } else if (this.lowerLeftY > lowerLeftY) {
+                    this.lowerLeftY = lowerLeftY;
+                }
+                if (this.upperRightX == null) {
+                    this.upperRightX = upperRightX;
+                } else if (this.upperRightX < upperRightX) {
+                    this.upperRightX = upperRightX;
+                }
+                if (this.upperRightY == null) {
+                    this.upperRightY = upperRightY;
+                } else if (this.upperRightY < upperRightY) {
+                    this.upperRightY = upperRightY;
+                }
+
+            }
+
         }
 
     }
 
-}
+}
\ No newline at end of file
diff --git a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/BuildDocumentGraphTest.java b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/BuildDocumentGraphTest.java
index d74d2e0..ae9ecfc 100644
--- a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/BuildDocumentGraphTest.java
+++ b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/BuildDocumentGraphTest.java
@@ -35,12 +35,16 @@ public class BuildDocumentGraphTest extends BaseTest {
     @SneakyThrows
     protected Document buildGraph(String filename) {
 
-        if (filename.equals("files/S-Metolachlor_RAR_01_Volume_1_2018-09-06")) {
-            prepareStorage(filename + ".pdf", "cv_table_parsing_response/empty.json", "image_service_response/S-Metolachlor_RAR_01_Volume_1_2018-09-06.IMAGE_INFO.json");
-        } else {
-            prepareStorage(filename + ".pdf");
+        if (!filename.endsWith(".pdf")) {
+            filename = filename + ".pdf";
         }
-        ClassPathResource fileResource = new ClassPathResource(filename + ".pdf");
+
+        if (filename.equals("files/S-Metolachlor_RAR_01_Volume_1_2018-09-06")) {
+            prepareStorage(filename, "cv_table_parsing_response/empty.json", "image_service_response/S-Metolachlor_RAR_01_Volume_1_2018-09-06.IMAGE_INFO.json");
+        } else {
+            prepareStorage(filename);
+        }
+        ClassPathResource fileResource = new ClassPathResource(filename);
 
         try (InputStream inputStream = fileResource.getInputStream()) {
             PDDocument pdDocument = Loader.loadPDF(inputStream);
diff --git a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentDataTests.java b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentDataTests.java
index 69f98ff..179dcfc 100644
--- a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentDataTests.java
+++ b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentDataTests.java
@@ -1,5 +1,45 @@
 package com.knecon.fforesight.service.layoutparser.server.graph;
 
-public class DocumentDataTests {
+import java.io.File;
+import java.io.FileOutputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.List;
 
+import org.junit.jupiter.api.Test;
+import org.springframework.core.io.ClassPathResource;
+
+import com.iqser.red.commons.jackson.ObjectMapperFactory;
+import com.knecon.fforesight.service.layoutparser.internal.api.data.redaction.DocumentData;
+import com.knecon.fforesight.service.layoutparser.processor.mapper.redaction.DocumentDataMapper;
+
+import lombok.SneakyThrows;
+
+public class DocumentDataTests extends BuildDocumentGraphTest{
+    @Test
+    @SneakyThrows
+    public void createDocumentDataForAllFiles() {
+
+        String outPath = "/tmp/document_data_output_layoutparser";
+
+        ClassPathResource resource = new ClassPathResource("files");
+        List<String> pdfFileNames = Files.walk(resource.getFile().toPath())
+                .filter(path -> path.getFileName().toString().endsWith(".pdf"))
+                .map(Path::toAbsolutePath)
+                .map(Path::toString)
+                .toList();
+        System.out.printf("%d Files found%n", pdfFileNames.size());
+        for (int i = 0; i < pdfFileNames.size(); i++) {
+            System.out.printf("%d/%d: %s%n", i, pdfFileNames.size(), pdfFileNames.get(i));
+        }
+        for (String pdfFileName : pdfFileNames) {
+            System.out.println(pdfFileName);
+            DocumentData documentData = DocumentDataMapper.toDocumentData(buildGraph(resource.getFile().toPath().getParent().relativize(Path.of(pdfFileName)).toString()));
+                        File outputFile = Path.of(outPath).resolve(resource.getFile().toPath().relativize(Path.of(pdfFileName))).toFile();
+            outputFile.toPath().getParent().toFile().mkdirs();
+            try (var out = new FileOutputStream(outputFile.toString().replace(".pdf", ".json"))) {
+                ObjectMapperFactory.create().writeValue(out, documentData);
+            }
+        }
+    }
 }
diff --git a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentGraphJsonWritingTest.java b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentGraphJsonWritingTest.java
index 194aa53..85ef429 100644
--- a/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentGraphJsonWritingTest.java
+++ b/layoutparser-service/layoutparser-service-server/src/test/java/com/knecon/fforesight/service/layoutparser/server/graph/DocumentGraphJsonWritingTest.java
@@ -20,7 +20,7 @@ public class DocumentGraphJsonWritingTest extends BuildDocumentGraphTest {
     @Disabled
     public void writeJsonForFileTest() {
 
-        writeJsons("files/S-Metolachlor_RAR_01_Volume_1_2018-09-06");
+        writeJsons("files/216");
     }
 
     @SneakyThrows