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dataset_name: s64-orbital-v1
pretty_name: "S64 Orbital Mechanics – Semantic Orbital Dynamics (Paper 03)"
license: cc-by-4.0
language:
- en
tags:
- symbolic-ai
- human-ai-interaction
- conversation-dynamics
- semantic-space
- telemetry
task_categories:
- other
repository: https://github.com/AICoevolution/paper03-orbital-mechanics
---
# S64 Orbital Mechanics Dataset (Paper 03)
This dataset accompanies **Paper 03** and contains minimal reproducible artifacts plus curated JSON run outputs used to generate the figures.
## Repository Structure
```
s64-orbital-v1/
│
├── README.md
├── S64-orbital-paper.md
├── references.bib
├── title-block.tex
├── render.bat
│
├── open_source/
│ ├── semantic_telemetry.py
│ └── README.md
│
└── analysis/
├── scripts/
│ ├── 09_steering_experiment.py
│ ├── 15_human_session_comparison.py
│ └── 16_human_fig3_merged.py
│
└── datasets/
└── *.json
```
## Dataset Format (JSON)
Each `analysis/datasets/*.json` file is a self-contained run export with this high-level schema:
- **`metadata`**: run configuration (timestamp, LLMs, conditions tested, backends used, SDK URL, etc.)
- **`results`**: list of per-condition results
- **`condition_name`**: e.g. `A_baseline`, `E_real_metrics`
- **`condition_description`**
- **`turns`**: turn-by-turn conversation trace
- **`turn_number`**
- **`user_message`** / **`assistant_response`** (may be removed in sanitized releases)
- **`injected_metrics`**: metrics shown to the model (if any)
- **`real_metrics`**: measured values per turn, typically including:
- **`sgi_*`**: Semantic Grounding Index aggregates / per-turn series
- **`velocity_*`**: angular velocity aggregates / per-turn series
- **`orbital_velocity_*`**, **`context_drift_*`**, **`dc_*`**
- **`per_turn_context_id`**, **`per_turn_context_state`**
## HuggingFace Size Limits
HuggingFace rejects files larger than **10 MiB** unless Git LFS is used. The deployment script creates an HF-specific bundle by pruning any files over 10 MiB before pushing.
## Exclusions (Intentional)
- Binary figures (PNG/PDF) are not included in the public research bundle by default.
- Some internal S64-dependent analysis assets are intentionally excluded.
## License
Released under **CC BY 4.0**.
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