Datasets:

AICoevolution
/

s64-orbital-v1

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.