diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/service/RedactionLogCreatorService.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/service/RedactionLogCreatorService.java
index de13e302..46ba56f4 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/service/RedactionLogCreatorService.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/redaction/service/RedactionLogCreatorService.java
@@ -1,5 +1,15 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;
 
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import org.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.Service;
+
 import com.iqser.red.service.redaction.v1.model.CellRectangle;
 import com.iqser.red.service.redaction.v1.model.Point;
 import com.iqser.red.service.redaction.v1.model.Rectangle;
@@ -17,16 +27,8 @@ import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Cell;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
-import lombok.RequiredArgsConstructor;
-import org.apache.commons.collections4.CollectionUtils;
-import org.springframework.stereotype.Service;
 
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
+import lombok.RequiredArgsConstructor;
 
 @Service
 @RequiredArgsConstructor
@@ -54,7 +56,8 @@ public class RedactionLogCreatorService {
     }
 
 
-    public List<RedactionLogEntry> addImageEntries(Map<Integer, Set<Image>> images, int pageNumber, String dossierTemplateId) {
+    public List<RedactionLogEntry> addImageEntries(Map<Integer, Set<Image>> images, int pageNumber,
+                                                   String dossierTemplateId) {
 
         List<RedactionLogEntry> redactionLogEntities = new ArrayList<>();
 
@@ -81,11 +84,10 @@ public class RedactionLogCreatorService {
                     .sectionNumber(image.getSectionNumber())
                     //.section(image.getSection())
                     // RED-2622
-                    .section("Image:"+image.getType())
+                    .section("Image:" + image.getType())
                     .imageHasTransparency(image.isHasTransparency())
                     .build();
 
-
             redactionLogEntities.add(redactionLogEntry);
         }
 
@@ -103,7 +105,6 @@ public class RedactionLogCreatorService {
         entityLoop:
         for (Entity entity : entities.get(page)) {
 
-
             for (EntityPositionSequence entityPositionSequence : entity.getPositionSequences()) {
 
                 RedactionLogEntry redactionLogEntry = createRedactionLogEntry(entity, dossierTemplateId);
@@ -123,12 +124,10 @@ public class RedactionLogCreatorService {
                             .flatMap(seq -> seq.getTextPositions().stream())
                             .collect(Collectors.toList()), page);
 
-
                     redactionLogEntry.getPositions().addAll(rectanglesPerLine);
 
                 }
 
-
                 // FIXME ids should never be null. Figure out why this happens.
                 if (redactionLogEntry.getId() != null) {
                     redactionLogEntities.add(redactionLogEntry);
@@ -146,16 +145,27 @@ public class RedactionLogCreatorService {
         if (textPositions.size() == 1) {
             rectangles.add(TextPositionSequence.fromData(textPositions, page).getRectangle());
         } else {
+            float x = textPositions.get(0).getXDirAdj();
             float y = textPositions.get(0).getYDirAdj();
+            float width = textPositions.get(0).getWidth();
+            float height = textPositions.get(0).getHeightDir();
             int startIndex = 0;
+
             for (int i = 1; i < textPositions.size(); i++) {
+                float xDirAdj = textPositions.get(i).getXDirAdj();
                 float yDirAdj = textPositions.get(i).getYDirAdj();
-                if (round(yDirAdj,3) != round(y, 3)) {
+                float widthDir = textPositions.get(i).getWidth();
+                float heightDir = textPositions.get(i).getHeightDir();
+
+                if (!(isCharInSameLine(y, yDirAdj, height, heightDir) && isCharClose(x, xDirAdj, width))) {
                     rectangles.add(TextPositionSequence.fromData(textPositions.subList(startIndex, i), page)
                             .getRectangle());
                     y = yDirAdj;
+                    width = widthDir;
+                    height = heightDir;
                     startIndex = i;
                 }
+                x = xDirAdj;
             }
             if (startIndex != textPositions.size()) {
                 rectangles.add(TextPositionSequence.fromData(textPositions.subList(startIndex, textPositions.size()), page)
@@ -166,9 +176,32 @@ public class RedactionLogCreatorService {
         return rectangles;
     }
 
-    private double round(float value, int decimalPoints) {
-        var d = Math.pow(10, decimalPoints);
-        return Math.round(value * d) / d;
+
+    private boolean isCharClose(float x, float xDirAdj, float width) {
+
+        float max = x + (5 * width);
+        if (xDirAdj < max) {
+            return true;
+        }
+        return false;
+    }
+
+
+    private boolean isCharInSameLine(float y, float yCompare, float height, float heightCompare) {
+
+        float offsetHeight = height / 2;
+        float minHeight = height - offsetHeight;
+        float maxHeight = height + offsetHeight;
+
+        float offsetY = height / 10;
+        float minY = y - offsetY;
+        float maxY = y + offsetY;
+
+        if (yCompare > minY && yCompare < maxY && heightCompare > minHeight && heightCompare < maxHeight) {
+            return true;
+        }
+
+        return false;
     }
 
 
@@ -213,8 +246,8 @@ public class RedactionLogCreatorService {
                     classifiedDoc.getSectionGrid()
                             .getRectanglesPerPage()
                             .computeIfAbsent(page, (x) -> new ArrayList<>())
-                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock
-                                    .getHeight(), i + 1, paragraph.getPageBlocks().size()));
+                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock.getHeight(), i + 1, paragraph.getPageBlocks()
+                                    .size()));
 
                 } else if (textBlock instanceof Table) {
 
@@ -222,8 +255,7 @@ public class RedactionLogCreatorService {
                     for (List<Cell> row : ((Table) textBlock).getRows()) {
                         for (Cell cell : row) {
                             if (cell != null) {
-                                cellRectangles.add(new CellRectangle(new Point((float) cell.getX(), (float) cell.getY()), (float) cell
-                                        .getWidth(), (float) cell.getHeight()));
+                                cellRectangles.add(new CellRectangle(new Point((float) cell.getX(), (float) cell.getY()), (float) cell.getWidth(), (float) cell.getHeight()));
                             }
                         }
                     }
@@ -231,8 +263,8 @@ public class RedactionLogCreatorService {
                     classifiedDoc.getSectionGrid()
                             .getRectanglesPerPage()
                             .computeIfAbsent(page, (x) -> new ArrayList<>())
-                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock
-                                    .getHeight(), i + 1, paragraph.getPageBlocks().size(), cellRectangles));
+                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock.getHeight(), i + 1, paragraph.getPageBlocks()
+                                    .size(), cellRectangles));
 
                 }
             }
@@ -260,5 +292,4 @@ public class RedactionLogCreatorService {
         return dictionaryService.isRecommendation(type, dossierTemplateId);
     }
 
-
 }