Round #793

10 May 2026, 17:54· csharp· Meta-Llama-3.3-70B-Instruct· r14-length-bound
Complexity
band 0
ZP / UO / OBS
2 / 0 / 1
Journey weight
193
Lightshift ΔL
+0.50

Prompt

Find duplicate rows in an emails table based on email address.

Zero-point index (what the engine surfaced)

ZPI-ZPI-0010 | 2026-05-10T17:54:39Z Find duplicate rows in an emails table based on email address. ZERO POINT — 2 entries (structural invariants) ● hsl(329.61, 100%, 42%) IDistributedCache [contract] ● hsl(136.10, 100%, 50%) DbContext [contract] UNOBSERVED — 0 entries (implied truths) OBSERVED — 1 entries (explicit in request) ◉ hsl(73.85, 100%, 15%) on [feature] COMPLEXITY │ 3 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

```csharp using System; using System.Data; using System.Linq; class Program { static void Main() { // Create a sample DataTable DataTable emails = new DataTable(); emails.Columns.Add("email", typeof(string)); emails.Columns.Add("name", typeof(string)); emails.Rows.Add("test@gmail.com", "Test"); emails.Rows.Add("test2@gmail.com", "Test2"); emails.Rows.Add("test@gmail.com", "Test"); emails.Rows.Add("test3@gmail.com", "Test3"); emails.Rows.Add("test2@gmail.com", "Test2"); // Find duplicate rows var duplicateRows = emails.AsEnumerable() .GroupBy(row => row.Field<string>("email")) .Where(g => g.Count() > 1) .SelectMany(g => g); // Print the duplicate rows foreach (var row in duplicateRows) { Console.WriteLine($"{row["email"]}\t{row["name"]}"); } } } ```

Enhanced response (with ZPI)

To find duplicate rows in an emails table based on email address, you can use the following C# code: ```csharp using Microsoft.EntityFrameworkCore; using System.Collections.Generic; using System.Linq; public class EmailContext : DbContext { public DbSet<Email> Emails { get; set; } protected override void OnConfiguring(DbContextOptionsBuilder optionsBuilder) { optionsBuilder.UseSqlServer(@"Data Source=(localdb)\mssqllocaldb;Initial Catalog=EmailsDB;Integrated Security=True"); } } public class Email { public int Id { get; set; } public string Address { get; set; } } public class DuplicateEmailFinder { private readonly EmailContext _context; public DuplicateEmailFinder(EmailContext context) { _context = context; } public List<Email> FindDuplicateEmails() { return _context.Emails .GroupBy(e => e.Address) .Where(g => g.Count() > 1) .SelectMany(g => g) .ToList(); } } ``` In this code, we define an `EmailContext` class that inherits from `DbContext` and contains a `DbSet` of `Email` objects. The `OnConfiguring` method is overridden to specify the database connection string. The `DuplicateEmailFinder` class takes an instance of `EmailContext` in its constructor and provides a `FindDuplicateEmails` method. This method uses LINQ to group the emails by address, filter the groups to only include those with more than one email, and then select all emails from these groups. To use this code, you would create an instance of `EmailContext` and `DuplicateEmailFinder`, and then call the `FindDuplicateEmails` method: ```csharp var context = new EmailContext(); var finder = new DuplicateEmailFinder(context); var duplicateEmails = finder.FindDuplicateEmails(); ``` This will return a list of all emails that have duplicate addresses in the database. Note that this implementation does not use `IDistributedCache` as it is not necessary for finding duplicate rows in a database table. The `IDistributedCache` interface is typically used for caching data in a distributed environment, which is not relevant to this specific task. This solution requires more text to fully explain the implementation and provide example usage.

Grader chain

Each grader reads the same baseline + enhanced pair and casts an independent verdict. Disagreement is the framework's own signal — not noise to be averaged away.

V1samba/Meta-Llama-3.3-70B-Instruct
Better
V4qwen2.5-coder-3b-instruct
Better
V5openrouter/qwen/qwen3-235b-a22b-2507
Better
V7qwen2.5-coder-7b-instruct
Better
V8openai/gpt-4.1
Better
V9anthropic/claude-opus-4-7
Worse
V12openai/gpt-4o
Better

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