| # Supernatural_Archon_25k (Master Scholar) | |
| **Supernatural_Archon_25k** is a 25,000-example dataset aimed at *master-scholar* depth on **supernatural topics as cultural, historical, and analytical material**. | |
| It is designed for: | |
| - Comparative mythology & folklore (motifs, functions, quant methods) | |
| - Esoteric history & historiography (grimoires, alchemy, hermeticism) as **historical literature** | |
| - Comparative religion & hermeneutics | |
| - Scientific evaluation of paranormal claims (protocols, statistics, cognitive bias) | |
| - Cognitive science of anomalous experiences (sleep states, agency detection, coincidence) | |
| - Ritual studies & symbolic interpretation (semiotics, meaning, context) | |
| - Fictional worldbuilding systems for supernatural settings (explicitly labeled as fiction) | |
| - Ethics and safety around publishing supernatural-themed content | |
| This dataset is **synthetic** and uses a **single consistent schema** across all records. | |
| ## Files | |
| - `supernatural_archon_25k.jsonl` — 25,000 records (single schema). | |
| - `dataset_card.md` — Hugging Face dataset metadata. | |
| ## Single schema (consistent across all records) | |
| Each JSONL line contains: | |
| - `id` (string): unique identifier | |
| - `prompt` (string): task prompt (plain text; math included where relevant) | |
| - `answer` (string): concise master-scholar answer | |
| - `domain` (string): one of | |
| - `mythology_folklore`, `esoteric_history`, `comparative_religion`, | |
| `paranormal_investigation`, `cognitive_anomalies`, `ritual_literature`, | |
| `occult_symbolism`, `worldbuilding_systems`, `ethics_safety`, `safety` | |
| - `subdomain` (string): e.g., `motif_analysis`, `historiography`, `protocols`, | |
| `coincidence`, `ritual_theory`, `correspondences`, `system_design`, etc. | |
| - `task_type` (string): `compute` | `explain` | `derive` | `design` | `critique` | `interpret` | |
| - `level` (string): fixed as `master_scholar` | |
| - `verification.method` (string): `formula` | `closed_form` | `constructed` | `manual_review_recommended` | etc. | |
| - `safety` (string): `allowed` or `refuse` | |
| - `license` (string): `apache-2.0` | |
| - `source` (string) | |
| - `seed` (int) | |
| ## Domain composition | |
| { | |
| "mythology_folklore": 5000, | |
| "esoteric_history": 3500, | |
| "comparative_religion": 2500, | |
| "paranormal_investigation": 3000, | |
| "cognitive_anomalies": 2500, | |
| "ritual_literature": 2500, | |
| "occult_symbolism": 2000, | |
| "worldbuilding_systems": 2000, | |
| "ethics_safety": 1500, | |
| "safety": 500 | |
| } | |
| ## Safety and responsible use | |
| - The dataset **does not** provide instructions to harm, coerce, or target real people. | |
| - A subset of examples are **refusals** for harmful requests (e.g., curses targeting individuals, coercion, or evasion). | |
| - Where “ritual” language appears, it is framed as **literary/fictional** or as **historical/anthropological description**, not as a claim of real-world efficacy. | |
| ## Recommended use | |
| - **SFT / instruction tuning:** train `prompt -> answer`. | |
| - **Compute-only evaluation:** filter by `task_type == "compute"` and `verification.method` in | |
| `{"formula","closed_form","constructed"}`. | |
| - **Balanced modeling:** mix `paranormal_investigation` + `cognitive_anomalies` with `mythology_folklore` and `esoteric_history` | |
| to build systems that are both culturally literate and statistically disciplined. | |
| ## License | |
| Apache-2.0 | |