Round #799
10 May 2026, 17:56· csharp· Meta-Llama-3.3-70B-Instruct· r14-length-bound
- Complexity
- band 0
- ZP / UO / OBS
- 3 / 2 / 2
- Journey weight
- 475
- Lightshift ΔL
- —
Prompt
Find orders where the order_date is later than the ship_date.
Zero-point index (what the engine surfaced)
ZPI-ZPI-0016 | 2026-05-10T17:56:12Z
Find orders where the order_date is later than the ship_date.
ZERO POINT — 3 entries (structural invariants)
● hsl(7.18, 100%, 50%) class [feature]
● hsl(0.00, 100%, 50%) public [feature]
● hsl(84.10, 100%, 50%) namespace [feature]
UNOBSERVED — 2 entries (implied truths)
○ hsl(340.51, 100%, 22%) IEnumerable of T [feature]
○ hsl(15.38, 100%, 22%) var [feature]
OBSERVED — 2 entries (explicit in request)
◉ hsl(65.64, 100%, 15%) where [feature]
◉ hsl(88.21, 100%, 15%) where [feature]
COMPLEXITY │ 7 entries │ spread: 325° │ band: LOW
Baseline response (no ZPI)
```csharp
using System;
using System.Data;
class Program
{
static void Main()
{
// Create a sample DataTable
DataTable dt = new DataTable();
dt.Columns.Add("order_id", typeof(int));
dt.Columns.Add("order_date", typeof(DateTime));
dt.Columns.Add("ship_date", typeof(DateTime));
dt.Rows.Add(1, DateTime.Parse("2022-01-01"), DateTime.Parse("2021-12-31"));
dt.Rows.Add(2, DateTime.Parse("2022-01-15"), DateTime.Parse("2022-01-20"));
dt.Rows.Add(3, DateTime.Parse("2022-02-01"), DateTime.Parse("2022-01-25"));
dt.Rows.Add(4, DateTime.Parse("2022-03-01"), DateTime.Parse("2022-03-05"));
dt.Rows.Add(5, DateTime.Parse("2022-04-01"), DateTime.Parse("2022-03-25"));
// Find orders where the order_date is later than the ship_date
var lateOrders = dt.Select("order_date > ship_date");
// Print the results
foreach (DataRow row in lateOrders)
{
Console.WriteLine($"order_id: {row["order_id"]}, order_date: {row["order_date"]}, ship_date: {row["ship_date"]}");
}
}
}
```
Enhanced response (with ZPI)
```csharp
using System;
using System.Data;
using System.Data.SqlClient;
public class OrderAnalyzer
{
public void FindInvalidOrders(string connectionString)
{
using (SqlConnection connection = new SqlConnection(connectionString))
{
connection.Open();
string query = "SELECT * FROM Orders WHERE order_date > ship_date";
using (SqlCommand command = new SqlCommand(query, connection))
{
using (SqlDataReader reader = command.ExecuteReader())
{
while (reader.Read())
{
Console.WriteLine($"Order ID: {reader["order_id"]}, Order Date: {reader["order_date"]}, Ship Date: {reader["ship_date"]}");
}
}
}
}
}
}
```
This code connects to a database, executes a SQL query to find orders where the order date is later than the ship date, and prints the results to the console. The `FindInvalidOrders` method takes a connection string as a parameter, which should be replaced with the actual connection string to the database.
To use this method, create an instance of the `OrderAnalyzer` class and call the `FindInvalidOrders` method, passing in the connection string. This requires the `System.Data.SqlClient` namespace, which is part of the .NET Framework.
Note: This code assumes that the database has a table named "Orders" with columns "order_id", "order_date", and "ship_date". The actual table and column names may vary depending on the database schema.
This implementation genuinely requires more text to provide a complete explanation and 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
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
SameV12openai/gpt-4o
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