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README.md

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+# 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

supernatural_archon_25k.jsonl

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+size 19904240