Datasets:

csoai
/

gspc-distribution-integrity

license: cc-by-4.0
language:
  - en
pretty_name: GSPC — distribution integrity facts (DistributionFacts)
tags:
  - gspc
  - council-of-ai
  - ai-governance
  - eu-ai-act
  - ai-safety
  - measurement
  - attestation
  - signed-evidence
  - responsible-ai
  - evaluation
  - benchmark
  - transparency
  - distribution-integrity
  - family-financial
  - distributionfacts
  - deterministic-facts
  - on-chain
  - rwa
task_categories:
  - other
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: axis-live.jsonl
  - config_name: manifest
    data_files:
      - split: train
        path: manifest.jsonl

GSPC — distribution integrity facts (DistributionFacts)

SWIFT census (live): https://councilof.ai/api/swift
XRPL reader (live): https://councilof.ai/api/xrpl

MEASURED financial/domain axis (deterministic-facts from GET https://councilof.ai/api/xrpl, writes_board=false, n=16). Not a model leaderboard. No accuracy, no fleet, no leader.

Live status is the distribution-integrity row on GET https://councilof.ai/api/gspc. Not a certificate.

Council of AI · CSOAI Ltd (GB, Companies House 16939677).

The live board is the authority

GET https://councilof.ai/api/gspc — quote totals.public_count. This Hub card is a printer of that GET, never a second engine. If the fetch fails the honest answer is UNCHECKABLE — never a fabricated 0.000. Status words: LOADING / UNREACHABLE / UNMEASURED / UNCHECKABLE.

Lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.

Capability + living GET (TUI7 distribution 2026-09-14)

SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only.

Live board: GET https://councilof.ai/api/gspc → quote totals.public_count / totals.lid (22·22·0 derived, never typed as a frozen paste)
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple)
Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Free verify: https://councilof.ai/gspc-verify
Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC)
OX discovery resources: councilof 0/60 honest — do not invent rows
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

Council of AI — GSPC + Hub printer

Living board: https://councilof.ai/api/gspc — quote totals.public_count / totals.lid (never invent MEASURED)
Hub cite: https://councilof.ai/api/hub-cards — re-GET; quote counts.* (typed LIVE (re-GET /api/hub-cards → counts.*) SUPERSEDED 2026-09-14)
Hub dataset bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Verify free: https://councilof.ai/gspc-verify
x402 discovery: https://councilof.ai/.well-known/x402.json
Catalog: https://councilof.ai/api/x402
Free door (amount 0): https://councilof.ai/api/free-door
Jail goldbank: https://huggingface.co/datasets/csoai/gspc-jail-goldbank
Human: free + x402 PAYG · Coming—Paddle not live · never Stripe
Agents: payTo is merchant receive — never the signer
Self-settle proves the rail; stranger revenue is separate (do not invent buyers)
Measurement, not certification. Never sell a rank. Never certify.

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

OpenAPI / CDP discovery (apex · Wave E)

OpenAPI (canonical): GET https://councilof.ai/openapi.json  → version 0.2+6c709613dc31 · 97 paths
NOT: https://councilof.ai/public/openapi.json  (404 — tip 308 not LIVE; cite apex only)
GSPC-only slice: GET https://councilof.ai/api/openapi.json  (7 paths — not CDP paid catalog)
x402 discovery: GET https://councilof.ai/.well-known/x402.json  (mode live · Base eip155:8453 · USDC)
Catalog: GET https://councilof.ai/api/x402
Living board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured (22·22·0)
Verify free: https://councilof.ai/gspc-verify
Paid doors: documented required params → HTTP 402
CDP listing counts null · settled_usdc null · self≠revenue · payTo≠payer · no invent scores/buyers
Measurement, never certification.

This repository: MEASURED (deterministic facts) — this repository mirrors the live distribution-integrity slot (DistributionFacts, reader classification + chain supply + holder count (PASS/FAIL/UNCHECKABLE)). Live n at card refresh: 16 (issuer accounts (not bank items)) (2026-09-04T04:33:29Z). No model, no score, no ranking.


Live board (authority)	https://councilof.ai/api/gspc
Verify a card — free, no account	https://councilof.ai/gspc-verify
How to verify, by hand	https://councilof.ai/signed/HOW-TO-VERIFY.md
Transparency root (Merkle)	https://councilof.ai/root.json
Every CSOAI repo on the Hub	https://huggingface.co/csoai
Methodology DOI	https://doi.org/10.5281/zenodo.21991104
MCP endpoint — 12 tools, verified 2026-09-04T04:33:29Z	`POST https://councilof.ai/mcp`
MCP Registry	`io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority
npm — MCP server	`csoai-gspc-mcp` — `npx -y csoai-gspc-mcp`. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card.
Python reader + card verifier	`pip install "csoai-gspc[verify]"` then `csoai-gspc check` — re-derives the board totals from the axis array and exits non-zero if they disagree
This board as a dated, citable snapshot	https://doi.org/10.5281/zenodo.22293341

What is in this repository

file	bytes	rows	what
`README.md`	2265		card
`input-schema.json`	1594		JSON document
`coverage-card.json`	1122		JSON document
`eval.yaml`	742		config
`skeleton.json`	736		JSON document
`manifest.jsonl`		6	derived at 2026-09-04T04:33:29Z
`axis-live.jsonl`		1	derived at 2026-09-04T04:33:29Z

manifest.jsonl is derived from this repository's own file tree at 2026-09-04T04:33:29Z; it lists every file with its size, its blob hash and a direct URL, so an agent can enumerate the repo without cloning it. axis-live.jsonl is a one-row snapshot of this axis as the live board returned it at that moment. It is a snapshot, not the authority.

Citation

@misc{csoai_gspc_gspc_distribution_integrity,
  title        = {GSPC — distribution integrity facts (DistributionFacts)},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-distribution-integrity}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

Measurement, not certification. No slot is for sale and no empty slot is filled by payment. Issued by CSOAI Ltd (England & Wales, Companies House 16939677), 3rd Floor, 86–90 Paul Street, London EC2A 4NE. Card refreshed 2026-09-04T04:33:29Z; every number above is either fetched live or carries the timestamp at which it was read.

Correction — coverage-card.json understates this axis

coverage-card.json in this repo states status: UNMEASURED, n: 0 for distribution-integrity. The live board disagrees, and the board is right:

source	status	n	bench
`coverage-card.json` (signed, this repo)	UNMEASURED	0	—
`GET /api/gspc` (authority)	MEASURED	16	DistributionFacts

Evidence for the board's figure: https://councilof.ai/interop/financial-measure-run-distribution-integrity.json

The coverage card appears to be a template written when this dataset was created (2026-09-05T00:11Z), independent of the measurement run it describes (dated earlier). It is signed, and this estate does not edit signed bytes — a silent correction to a signed artefact is the fault this ledger-keeping exists to prevent. So the card stays as issued and the correction is published here instead.

Cite the live board, not the card, for this axis. Verification is free at https://councilof.ai/gspc-verify. Measurement, not certification.

Correction published 2026-09-05 by an automated audit comparing every coverage card in the csoai GSPC datasets against the live board. 7 of 8 disagreed in the same direction.

Wrapper doors + financial-fact runs (free densify 2026-09-14)

Live board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured
Lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells/measured/unmeasured LIVE (no typed triple)
Wrappers ledger (FREE HTML): https://councilof.ai/wrappers/
Wrapper door (metered x402): https://councilof.ai/api/wrapper?id=<wrapped-symbol:chain> — LIVE challenge https://councilof.ai/api/wrapper?id=usdc.e:arbitrum (402)
Free preview: https://councilof.ai/api/wrapper?id=usdc.e:arbitrum&preview=1 (200 preview card)
Verify: https://councilof.ai/gspc-verify
8 financial axes = fact runs (not leader scores): provenance-controls, reserve-attestation, regulatory-framework, distribution-integrity, custody-disclosure, ai-economy-index, human-labour-index, humanoid-labour-index — live status only from GET /api/gspc.
Measurement, never certification. No invent MEASURED. Printer only.

Signed measurement archive (free cite · never a grade)

Living board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured · lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.
Signed card index: GET https://councilof.ai/signed/card_index.json → n_cards=335 · schema csoai.gspc-card-index/0.1
How to verify (stranger): https://councilof.ai/signed/HOW-TO-VERIFY.md
Free verify UI: https://councilof.ai/gspc-verify/
Example SIGNED card: https://councilof.ai/signed/cards/cff1aaf070acb97c224177809856bc20310f4958eb44bdffab7d4b04836535f4.json
Hub census (≠ board ≠ card_index): GET https://councilof.ai/api/hub-cards → 131/131/0
HF printers: https://huggingface.co/datasets/csoai/gspc-hub-cards · https://huggingface.co/datasets/csoai/gspc-jail-goldbank
Supply-led: CSOAI measures public systems independently first; sells delivery/freshness/monitoring/integration/replay/extra compute — never grades or favourable results.
Measurement credential, never certification. Free refresh only.

Owner: N-Sites — free paste onto HF/Kaggle printers. Hub LIVE 131 (kill 1191/1196). card_index n=335. Never invent VC/revenue. Stamp 2026-09-14T10:37Z.