# Baseline Similarity: Process Philosophy

**Prompt:** Develop a process philosophy metaphysical framework to explain the nature of the Universe.

**Embedding model:** openai/text-embedding-3-small
**Average pairwise cosine similarity:** 0.8511
**Range:** 0.7353 – 0.9231 (σ = 0.0386)

## Comparison with Metaphysics Experiment

| Experiment | Average | Range | σ |
|-----------|---------|-------|---|
| Metaphysical Framework | 0.79 | 0.71–0.86 | 0.035 |
| Process Philosophy | 0.85 | 0.74–0.92 | 0.039 |

## Pairwise Similarity Matrix

| | Grok | Nova 2 Lite | Gemini | GPT-5.4 | GPT-OSS 120B | Qwen | Nemotron | Claude | MiniMax M2.7 | Kimi K2.5 | MiMo-V2-Pro | GLM-5 | DeepSeek |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| **Grok** | — | 0.881 | 0.871 | 0.890 | 0.848 | 0.874 | 0.895 | 0.870 | 0.891 | 0.779 | 0.892 | 0.856 | 0.883 |
| **Nova 2 Lite** | 0.881 | — | 0.829 | 0.863 | 0.839 | 0.875 | 0.923 | 0.865 | 0.886 | 0.752 | 0.900 | 0.852 | 0.873 |
| **Gemini** | 0.871 | 0.829 | — | 0.819 | 0.821 | 0.859 | 0.847 | 0.839 | 0.851 | 0.803 | 0.811 | 0.847 | 0.872 |
| **GPT-5.4** | 0.890 | 0.863 | 0.819 | — | 0.831 | 0.829 | 0.852 | 0.839 | 0.863 | 0.735 | 0.845 | 0.820 | 0.871 |
| **GPT-OSS 120B** | 0.848 | 0.839 | 0.821 | 0.831 | — | 0.834 | 0.842 | 0.834 | 0.846 | 0.766 | 0.859 | 0.834 | 0.822 |
| **Qwen** | 0.874 | 0.875 | 0.859 | 0.829 | 0.834 | — | 0.902 | 0.912 | 0.859 | 0.838 | 0.868 | 0.907 | 0.877 |
| **Nemotron** | 0.895 | 0.923 | 0.847 | 0.852 | 0.842 | 0.902 | — | 0.873 | 0.913 | 0.764 | 0.912 | 0.867 | 0.873 |
| **Claude** | 0.870 | 0.865 | 0.839 | 0.839 | 0.834 | 0.912 | 0.873 | — | 0.832 | 0.825 | 0.869 | 0.851 | 0.860 |
| **MiniMax M2.7** | 0.891 | 0.886 | 0.851 | 0.863 | 0.846 | 0.859 | 0.913 | 0.832 | — | 0.743 | 0.886 | 0.848 | 0.896 |
| **Kimi K2.5** | 0.779 | 0.752 | 0.803 | 0.735 | 0.766 | 0.838 | 0.764 | 0.825 | 0.743 | — | 0.782 | 0.862 | 0.833 |
| **MiMo-V2-Pro** | 0.892 | 0.900 | 0.811 | 0.845 | 0.859 | 0.868 | 0.912 | 0.869 | 0.886 | 0.782 | — | 0.844 | 0.846 |
| **GLM-5** | 0.856 | 0.852 | 0.847 | 0.820 | 0.834 | 0.907 | 0.867 | 0.851 | 0.848 | 0.862 | 0.844 | — | 0.868 |
| **DeepSeek** | 0.883 | 0.873 | 0.872 | 0.871 | 0.822 | 0.877 | 0.873 | 0.860 | 0.896 | 0.833 | 0.846 | 0.868 | — |