---
dataset_info:
  features:
    - name: id
      dtype: string
    - name: type
      dtype: string
    - name: name_nodes
      dtype: string
    - name: mean_nodes
      dtype: string
    - name: frame_nodes
      dtype: string
    - name: raw_content
      dtype: string
  num_rows: 33227
license: agpl-3.0
language:
  - en
  - vi
tags:
  - knowledge-graph
  - ontology
  - cognitive-architecture
  - NMF
size_categories:
  - 10K<n<100K
---

# Three-Reality Field Dataset

33,227 grounded knowledge nodes organized into a spatial model of three reality layers.

**Author**: Kevin T.N.

## Structure

Every node follows the NMF (Name-Meaning-Frame) schema:
- **id** — unique hash
- **type** — node category (existence, filter_gate, framework_layer, principle, discovery, topic, paper, text, code, ...)
- **name_nodes** — JSON array of Name node IDs (what it is called)
- **mean_nodes** — JSON array of Meaning node IDs (what it contains/connects to)
- **frame_nodes** — JSON array of Frame node IDs (where it lives/what context)
- **raw_content** — human-readable content

## Three Realities

The dataset models knowledge in three layers:
- **R1 Subjective** — personal memory, unconscious patterns, layered center-to-surface
- **R2 Intersubjective** — shared consensus, social knowledge (structural, not yet populated)
- **R3 Absolute Objective** — what exists regardless of observers (the void outside)

## Node Types

| Type | Count | Description |
|---|---|---|
| doc_chunk | 21,560 | Content chunks from documents |
| base_chunk_name | 9,002 | Chunk identifiers |
| base_name | 1,098 | Entity names |
| keyword | 498 | Extracted keywords |
| paper | 391 | PDF/TeX papers |
| text | 193 | Text files |
| topic | 191 | Knowledge clusters |
| document | 84 | DOCX/MD documents |
| code | 80 | Python/JS code |
| principle | 35 | General rules |
| discovery | 20 | Insights |
| design_spec | 18 | Architecture specs |
| framework_layer | 6 | NMF, K/U, Collapse, IPOD, GAP, Superpose |
| filter_gate | 5 | Binary, Gradient, Sequence, Relation, Recursion |
| pyramid_vertex | 4 | Meta-methods: LMF, SDC(D/H)V, RT/OT, R1/R2/R3 |
| existence | 1 | Root substrate (also = Gap) |

## Grounding

Every node is grounded to at least one of 5 primordial filter gates via its frame_nodes. Nodes closer to the center (existence) are more general. Nodes on the surface are more specific.

## Usage



## Related

- [ThreeRealityField](https://github.com/jkdkr2439/ThreeRealityField) — 3D visualization + build tools
- [ANC](https://github.com/jkdkr2439/ANC) — Anchor-Node Codec encoding pipeline
- [QuadFusion](https://github.com/jkdkr2439/QuadFusion) — S/M/Q/R architecture experiment

## License

AGPL-3.0