Round #763

10 May 2026, 17:32· csharp· Meta-Llama-3.3-70B-Instruct· r14-length-bound
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

If a train travels 60 miles in 1.5 hours, what is its speed in miles per hour?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0009 | 2026-05-10T17:32:59Z If a train travels 60 miles in 1.5 hours, what is its speed in miles per hour? ZERO POINT — 0 entries (structural invariants) UNOBSERVED — 0 entries (implied truths) OBSERVED — 0 entries (explicit in request) COMPLEXITY │ 0 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

To find the speed of the train, we need to divide the distance traveled by the time taken. Distance = 60 miles Time = 1.5 hours Speed = Distance / Time = 60 miles / 1.5 hours = 40 miles per hour So, the speed of the train is 40 miles per hour. Here is a simple C# code snippet that calculates the speed: ```csharp using System; class Program { static void Main() { // Define variables double distance = 60; // miles double time = 1.5; // hours // Calculate speed double speed = distance / time; // Print the result Console.WriteLine("The speed of the train is " + speed + " miles per hour."); } } ``` When you run this code, it will output: "The speed of the train is 40 miles per hour."

Enhanced response (with ZPI)

40 miles per hour.

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
Worse
V4qwen2.5-coder-3b-instruct
Better
V5openrouter/qwen/qwen3-235b-a22b-2507
Worse
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Worse
V9anthropic/claude-opus-4-7
Worse
V12openai/gpt-4o
Worse

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