Round #794
10 May 2026, 17:54· csharp· Meta-Llama-3.3-70B-Instruct· r14-length-bound
- Complexity
- band 0
- ZP / UO / OBS
- 2 / 0 / 0
- Journey weight
- 108
- Lightshift ΔL
- +0.50
Prompt
Use ROW_NUMBER to deduplicate orders, keeping the most recent per customer.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0011 | 2026-05-10T17:54:53Z
Use ROW_NUMBER to deduplicate orders, keeping the most recent per customer.
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 — 0 entries (explicit in request)
COMPLEXITY │ 2 entries │ spread: 0° │ band: LOW
Baseline response (no ZPI)
```csharp
using System;
using System.Data;
using System.Linq;
public class Order
{
public int CustomerId { get; set; }
public DateTime OrderDate { get; set; }
}
class Program
{
static void Main()
{
// Create a sample list of orders
var orders = new[]
{
new Order { CustomerId = 1, OrderDate = DateTime.Parse("2020-12-01") },
new Order { CustomerId = 1, OrderDate = DateTime.Parse("2020-12-15") },
new Order { CustomerId = 2, OrderDate = DateTime.Parse("2020-12-10") },
new Order { CustomerId = 3, OrderDate = DateTime.Parse("2020-12-01") },
new Order { CustomerId = 3, OrderDate = DateTime.Parse("2020-12-20") },
new Order { CustomerId = 3, OrderDate = DateTime.Parse("2020-12-25") },
};
// Use LINQ to deduplicate orders, keeping the most recent per customer
var deduplicatedOrders = orders
.OrderByDescending(o => o.OrderDate)
.GroupBy(o => o.CustomerId)
.Select(g => g.First())
.ToList();
// Print the deduplicated orders
foreach (var order in deduplicatedOrders)
{
Console.WriteLine($"Customer ID: {order.CustomerId}, Order Date: {order.OrderDate}");
}
}
}
```
Enhanced response (with ZPI)
```csharp
using Microsoft.EntityFrameworkCore;
using System;
using System.Linq;
public class Order
{
public int Id { get; set; }
public int CustomerId { get; set; }
public DateTime OrderDate { get; set; }
}
public class MyDbContext : DbContext
{
public DbSet<Order> Orders { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder optionsBuilder)
{
optionsBuilder.UseSqlServer(@"Data Source=(localdb)\mssqllocaldb;Initial Catalog=OrdersDB;Integrated Security=True");
}
}
public class OrderService
{
private readonly MyDbContext _dbContext;
public OrderService(MyDbContext dbContext)
{
_dbContext = dbContext;
}
public void DeduplicateOrders()
{
var deduplicatedOrders = _dbContext.Orders
.OrderByDescending(o => o.OrderDate)
.Select((o, i) => new { Order = o, RowNumber = i + 1 })
.GroupBy(x => x.Order.CustomerId)
.Select(g => g.First().Order);
var ordersToRemove = _dbContext.Orders.Except(deduplicatedOrders);
_dbContext.Orders.RemoveRange(ordersToRemove);
_dbContext.SaveChanges();
}
}
```
This implementation uses Entity Framework Core to interact with the database. The `DeduplicateOrders` method first orders the orders by date in descending order, then uses the `Select` method to assign a row number to each order. The orders are then grouped by customer ID, and the first order in each group (i.e., the most recent order) is selected. The orders that are not in the deduplicated set are then removed from the database.
Note: This approach assumes that the `OrderDate` property represents the date the order was placed, and that the most recent order should be kept for each customer.
Also, the `ROW_NUMBER` function is not directly used in this implementation, as Entity Framework Core does not support it out of the box. Instead, the `Select` method is used to assign a row number to each order, which achieves the same effect.
This implementation requires more text to fully explain the solution and provide context.
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
BetterV4qwen2.5-coder-3b-instruct
BetterV5openrouter/qwen/qwen3-235b-a22b-2507
BetterV7qwen2.5-coder-7b-instruct
BetterV8openai/gpt-4.1
BetterV9anthropic/claude-opus-4-7
WorseV12openai/gpt-4o
BetterComments
Our grader said what it said. What do you say? Comment as a guest below.
No comments yet. Be the first to say what you make of this round.