Datasets:

issdandavis
/

scbe-governance-receipts-v1

configs:
  - config_name: default
    data_files:
      - split: train
        path: data.jsonl
license: cc-by-4.0
language:
  - en
pretty_name: SCBE Governance Receipts v1
tags:
  - scbe
  - governance
  - hyperbolic-geometry
  - jepa
  - safety
  - hierarchical-jepa
  - experimental
size_categories:
  - n<1K
task_categories:
  - text-classification
  - other

Status: experimental. Experiment-specific slice. Primary public dataset: scbe-aethermoore-training-data.

SCBE Governance Receipts v1

Schema: scbe_governed_dataset_v1 Receipt schema: scbe_governance_receipt_v1 Built: 2026-05-04T23:45:37Z Rows: 40 Dataset ID: scbe-governance-receipts-v1

What this is

A governed dataset where every row carries a full 34-field SCBE governance receipt (poly-embedded JEPA fingerprint + tri-vector cross-braid hash + Sacred Egg ring seal + tri-chromatic signed-cone governance + hierarchical-JEPA hyperbolic loss numbers).

Every row is independently verifiable: re-run the SCBE pipeline on row.content, recompute row_sha256(content, receipt), and confirm the digest matches.

Label breakdown

adversarial: 20
benign: 20

Per-row schema

field	type	meaning
`content`	string	original input text
`label`	string	caller-supplied label or `unlabeled`
`governance_receipt`	object	34-field SCBE receipt (see below)
`row_sha256`	string	SHA-256 of (`content`, canonical receipt JSON)

Dataset files

data.jsonl — governed rows
datacard.json — machine-readable schema and use notes
manifest.json — build-time hashes for data.jsonl and datacard.json
README.md — this card

Governance receipt fields

binary_packet_sha256
braid_exponent_sum
braid_word_length
cone_governance
cone_hash
cone_interference_score
cone_joint_embedding
cone_joint_shadow
cone_plateau_imbalance
cone_positive_count
cone_shadow_count
cone_triple_intersection_score
cone_triple_shadow_score
crossing_count
decision
egg_seal_sha3
governance_state
hjepa_hash
hjepa_l1_loss
hjepa_l2_loss
hjepa_l3_loss
hjepa_total_loss
hjepa_triangle_residual
mirror_trit
ordered_hash
primary_trit
ring_index
ring_radius
schema_version
security_action
tile
tongue
triadic_stable
trust_level

Reproducibility note (added 2026-07-29)

The verification snippet below cannot be run from this repository or from the public SCBE-AETHERMOORE repo as written. All four modules named under Stack provenance were searched for by exact filename across the whole public tree and none is present:

python/scbe/poly_embedded_jepa.py - not found
python/scbe/tri_braid_embedding.py - not found
python/scbe/tri_cone_embedding.py - not found
python/scbe/hjepa_embedding.py - not found

The rows themselves are intact and self-consistent: 40/40 share one top-level key-set and one nested governance_receipt key-set, and every row carries its own row_sha256. What is missing is the published implementation needed to recompute that digest independently, so a third party currently cannot verify a row offline. Treat the receipt fields as a documented schema, not as independently reproducible output, until the implementation is published.

How to verify a row offline

from python.scbe.tri_braid_embedding import governance_receipt
import json, hashlib

def verify(row):
    expected = governance_receipt(row['content'])
    canonical = json.dumps(expected, ensure_ascii=True, sort_keys=True, separators=(',', ':'))
    digest = hashlib.sha256(f"{row['content']}|{canonical}".encode()).hexdigest()
    return digest == row['row_sha256']

License

CC-BY-4.0 with SCBE attribution. The receipt schema is open; any third party can re-implement the SCBE pipeline against the public specification and produce compatible receipts.

Intended use

Governance receipt verification examples
Safety and provenance dataset demonstrations
SCBE training and audit pipeline smoke tests

Limitations

Small reference bundle, not a broad production safety corpus
Rows are fixture-derived unless rebuilt with an external source corpus
Receipt verification requires the matching SCBE implementation version

Publish command

hf upload issdandavis/scbe-governance-receipts-v1 dataset/scbe-governance-receipts-v1 . --repo-type dataset --commit-message "publish: governed receipts"

Stack provenance

Tile-level (L1): python/scbe/poly_embedded_jepa.py
Tongue-level (L2): python/scbe/tri_braid_embedding.py
Chromatic-level (L3): python/scbe/tri_cone_embedding.py
H-JEPA wrapper: python/scbe/hjepa_embedding.py