diff --git a/be/src/core/block/block.cpp b/be/src/core/block/block.cpp
index 2059466f9fa3a1..4fc97d5a6631f9 100644
--- a/be/src/core/block/block.cpp
+++ b/be/src/core/block/block.cpp
@@ -308,7 +308,7 @@ void Block::check_number_of_rows(bool allow_null_columns) const {
     }
 }
 
-Status Block::check_type_and_column() const {
+Status Block::check_type_and_column() {
 #ifndef NDEBUG
     for (const auto& elem : data) {
         if (!elem.column) {
@@ -336,6 +336,14 @@ Status Block::check_type_and_column() const {
                     elem.name, column->get_name(), type->get_name(), st.msg());
         }
     }
+
+    for (size_t i = 0; i < data.size(); ++i) {
+        if (!data[i].column || !data[i].column->is_nullable()) {
+            continue;
+        }
+        auto column_guard = mutate_column_scoped(i);
+        column_guard.mutable_column()->inject_debug_nullable_payload();
+    }
 #endif
     return Status::OK();
 }
diff --git a/be/src/core/block/block.h b/be/src/core/block/block.h
index b45d4bd7d18a45..63e601d8820760 100644
--- a/be/src/core/block/block.h
+++ b/be/src/core/block/block.h
@@ -181,7 +181,7 @@ class Block {
     /// Checks that every column in block is not nullptr and has same number of elements.
     void check_number_of_rows(bool allow_null_columns = false) const;
 
-    Status check_type_and_column() const;
+    Status check_type_and_column();
 
     Status check_column_and_type_not_null() const;
 
diff --git a/be/src/core/column/column.h b/be/src/core/column/column.h
index bde5b4786c161d..e7fb2492fe335b 100644
--- a/be/src/core/column/column.h
+++ b/be/src/core/column/column.h
@@ -735,6 +735,13 @@ class IColumn : public COW<IColumn> {
 
     Status column_self_check() const;
 
+    /** Replace physical values selected by null_map with conspicuous debug-only values.
+      * A top-level call passes nullptr. Wrapper columns forward the applicable null map to their
+      * nested value column. The caller must own a recursively mutable column tree. Implementations
+      * must not change column sizes or structural metadata.
+      */
+    virtual void inject_debug_nullable_payload(const uint8_t* null_map = nullptr) {}
+
     // only used in agg value replace for column which is not variable length, eg.BlockReader::_copy_value_data
     // usage: self_column.replace_column_data(other_column, other_column's row index, self_column's row index)
     virtual void replace_column_data(const IColumn&, size_t row, size_t self_row = 0) = 0;
diff --git a/be/src/core/column/column_const.h b/be/src/core/column/column_const.h
index 44b1f9d477a966..07a1145b7c8595 100644
--- a/be/src/core/column/column_const.h
+++ b/be/src/core/column/column_const.h
@@ -281,6 +281,11 @@ class ColumnConst final : public COWHelper<IColumn, ColumnConst> {
     bool only_null() const override { return data->is_null_at(0); }
     StringRef get_raw_data() const override { return data->get_raw_data(); }
 
+    void inject_debug_nullable_payload(const uint8_t* null_map = nullptr) override {
+        auto mutable_data = data->assert_mutable();
+        mutable_data->inject_debug_nullable_payload(null_map);
+    }
+
     /// Not part of the common interface.
     const IColumn& get_data_column() const { return *data; }
     const ColumnPtr& get_data_column_ptr() const { return data; }
diff --git a/be/src/core/column/column_decimal.h b/be/src/core/column/column_decimal.h
index 8cd7be991a783f..8e2417f8c030dd 100644
--- a/be/src/core/column/column_decimal.h
+++ b/be/src/core/column/column_decimal.h
@@ -148,6 +148,17 @@ class ColumnDecimal final : public COWHelper<IColumn, ColumnDecimal<T>> {
         memset(data.data() + old_size, 0, length * sizeof(data[0]));
     }
 
+    void inject_debug_nullable_payload(const uint8_t* null_map = nullptr) override {
+        if (null_map == nullptr) {
+            return;
+        }
+        for (size_t i = 0; i < data.size(); ++i) {
+            if (null_map[i] != 0) {
+                memset(&data[i], i % 2 == 0 ? 0x80 : 0x7F, sizeof(value_type));
+            }
+        }
+    }
+
     Status filter_by_selector(const uint16_t* sel, size_t sel_size,
                               IColumn* col_ptr) const override {
         Self* output = assert_cast<Self*>(col_ptr);
diff --git a/be/src/core/column/column_nullable.h b/be/src/core/column/column_nullable.h
index bc4bc9358a1302..84c08e92813e32 100644
--- a/be/src/core/column/column_nullable.h
+++ b/be/src/core/column/column_nullable.h
@@ -275,6 +275,11 @@ class ColumnNullable final : public COWHelper<IColumn, ColumnNullable> {
     bool is_nullable() const override { return true; }
     bool is_column_string() const override { return get_nested_column().is_column_string(); }
 
+    void inject_debug_nullable_payload(const uint8_t* null_map = nullptr) override {
+        DCHECK(null_map == nullptr);
+        get_nested_column().inject_debug_nullable_payload(get_null_map_data().data());
+    }
+
     bool is_exclusive() const override {
         return IColumn::is_exclusive() && _nested_column->is_exclusive() &&
                get_null_map_column().is_exclusive();
diff --git a/be/src/core/column/column_vector.h b/be/src/core/column/column_vector.h
index 05be617e4373e9..ff682fa15ad815 100644
--- a/be/src/core/column/column_vector.h
+++ b/be/src/core/column/column_vector.h
@@ -29,6 +29,7 @@
 #include <cstdint>
 #include <cstring>
 #include <initializer_list>
+#include <limits>
 #include <string>
 #include <type_traits>
 #include <typeinfo>
@@ -186,6 +187,37 @@ class ColumnVector final : public COWHelper<IColumn, ColumnVector<T>> {
         std::fill(data.data() + old_size, data.data() + old_size + length, default_value());
     }
 
+    void inject_debug_nullable_payload(const uint8_t* null_map = nullptr) override {
+        if (null_map == nullptr) {
+            return;
+        }
+        for (size_t i = 0; i < data.size(); ++i) {
+            if (null_map[i] == 0) {
+                continue;
+            }
+            if constexpr (T == TYPE_BOOLEAN) {
+                data[i] = static_cast<value_type>(0xA5);
+            } else if constexpr (is_int(T)) {
+                data[i] = i % 2 == 0 ? std::numeric_limits<value_type>::lowest()
+                                     : std::numeric_limits<value_type>::max();
+            } else if constexpr (is_float_or_double(T) || T == TYPE_TIMEV2) {
+                switch (i % 3) {
+                case 0:
+                    data[i] = std::numeric_limits<value_type>::quiet_NaN();
+                    break;
+                case 1:
+                    data[i] = std::numeric_limits<value_type>::infinity();
+                    break;
+                default:
+                    data[i] = -std::numeric_limits<value_type>::infinity();
+                    break;
+                }
+            } else {
+                memset(&data[i], 0xFF, sizeof(value_type));
+            }
+        }
+    }
+
     void pop_back(size_t n) override { data.resize_assume_reserved(data.size() - n); }
 
     StringRef serialize_value_into_arena(size_t n, Arena& arena, char const*& begin) const override;
diff --git a/be/test/core/data_type/block_check_type.cpp b/be/test/core/data_type/block_check_type.cpp
index af3afbe9ae702c..260f0842c70891 100644
--- a/be/test/core/data_type/block_check_type.cpp
+++ b/be/test/core/data_type/block_check_type.cpp
@@ -18,7 +18,11 @@
 
 #include <gtest/gtest.h>
 
+#include <cmath>
+#include <limits>
+
 #include "core/block/block.h"
+#include "core/column/column_const.h"
 #include "core/column/column_nullable.h"
 #include "core/column/column_string.h"
 #include "core/column/column_vector.h"
@@ -79,4 +83,63 @@ TEST(BlockCheckType, CheckNoColumnString64) {
     st = block.check_no_column_string64();
     EXPECT_FALSE(st.ok());
 }
+
+#ifndef NDEBUG
+TEST(BlockCheckType, InjectDebugNullablePayload) {
+    auto original = ColumnHelper::create_nullable_column<DataTypeInt32>({1, 2, 3, 4}, {1, 1, 0, 0});
+    Block block {{original, make_nullable(std::make_shared<DataTypeInt32>()), "nullable_int"}};
+
+    ASSERT_TRUE(block.check_type_and_column().ok());
+
+    const auto& nullable = assert_cast<const ColumnNullable&>(*block.get_by_position(0).column);
+    const auto& values = assert_cast<const ColumnInt32&>(nullable.get_nested_column()).get_data();
+    EXPECT_EQ(values[0], std::numeric_limits<int32_t>::lowest());
+    EXPECT_EQ(values[1], std::numeric_limits<int32_t>::max());
+    EXPECT_EQ(values[2], 3);
+    EXPECT_EQ(values[3], 4);
+
+    const auto& original_nullable = assert_cast<const ColumnNullable&>(*original);
+    const auto& original_values =
+            assert_cast<const ColumnInt32&>(original_nullable.get_nested_column()).get_data();
+    EXPECT_EQ(original_values[0], 1);
+    EXPECT_EQ(original_values[1], 2);
+}
+
+TEST(BlockCheckType, InjectDebugNullableBooleanAndFloatPayload) {
+    Block block {{ColumnHelper::create_nullable_column<DataTypeUInt8>({0, 1}, {1, 0}),
+                  make_nullable(std::make_shared<DataTypeUInt8>()), "nullable_bool"},
+                 {ColumnHelper::create_nullable_column<DataTypeFloat64>({0.0, 1.0}, {1, 0}),
+                  make_nullable(std::make_shared<DataTypeFloat64>()), "nullable_double"}};
+
+    ASSERT_TRUE(block.check_type_and_column().ok());
+
+    const auto& nullable_bool =
+            assert_cast<const ColumnNullable&>(*block.get_by_position(0).column);
+    const auto& bool_values =
+            assert_cast<const ColumnUInt8&>(nullable_bool.get_nested_column()).get_data();
+    EXPECT_EQ(bool_values[0], 0xA5);
+    EXPECT_EQ(bool_values[1], 1);
+
+    const auto& nullable_double =
+            assert_cast<const ColumnNullable&>(*block.get_by_position(1).column);
+    const auto& double_values =
+            assert_cast<const ColumnFloat64&>(nullable_double.get_nested_column()).get_data();
+    EXPECT_TRUE(std::isnan(double_values[0]));
+    EXPECT_EQ(double_values[1], 1.0);
+}
+
+TEST(BlockCheckType, InjectDebugNullablePayloadThroughConstColumn) {
+    auto nullable = ColumnHelper::create_nullable_column<DataTypeInt32>({0}, {1});
+    Block block {{ColumnConst::create(std::move(nullable), 3),
+                  make_nullable(std::make_shared<DataTypeInt32>()), "const_null"}};
+
+    ASSERT_TRUE(block.check_type_and_column().ok());
+
+    const auto& column_const = assert_cast<const ColumnConst&>(*block.get_by_position(0).column);
+    const auto& nullable_data = assert_cast<const ColumnNullable&>(column_const.get_data_column());
+    const auto& values =
+            assert_cast<const ColumnInt32&>(nullable_data.get_nested_column()).get_data();
+    EXPECT_EQ(values[0], std::numeric_limits<int32_t>::lowest());
+}
+#endif
 } // namespace doris