Datasetpublic

csoai/gspc-normalized

GSPC normalised — every bank in one schema The one schema to read first. 518 rows that flatten several GSPC banks into a single shape: source (the bank repository the row came from), axis, category, anchor, prompt, expected, expected_is_list, and raw_keys recording the original row's keys so nothing is silently dropped. If you want to reuse the banks without learning each one's native layout, start here. The live board is the authority GET… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-normalized.

sourceHugging Facecc-by-4.0updated 8d agoView on Hugging Face

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Dataset Card

GSPC normalised — every bank in one schema

The one schema to read first. 518 rows that flatten several GSPC banks into a single shape: source (the bank repository the row came from), axis, category, anchor, prompt, expected, expected_is_list, and raw_keys recording the original row's keys so nothing is silently dropped. If you want to reuse the banks without learning each one's native layout, start here.

The live board is the authority

![GSPC](https://councilof.ai/api/gspc) ![verify](https://councilof.ai/gspc-verify) ![DOI](https://doi.org/10.5281/zenodo.21991104)

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SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste.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

![GSPC board](https://councilof.ai/api/gspc) ![Hub cells](https://councilof.ai/api/hub-cards)

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: NOT A BOARD MEASUREMENT — this repository is a corpus, mirror or door published by CSOAI. It carries no axis score. The measured slots live on the board GET below.


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 — 11 HTTP tools (7 free + 4 x402; `verified live tools/list 2026-09-07T05:57Z`)	`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
`data/train-00000-of-00001.parquet`	56817		data (Parquet)
`README.md`	1498		card
`eval.yaml`	511		config
`manifest.jsonl`		4	derived at 2026-09-04T04:33:29Z

manifest.parquet 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.

Citation

bibtex

@misc{csoai_gspc_gspc_normalized,
  title        = {GSPC normalised — every bank in one schema},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-normalized}},
  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.

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.

![GSPC board](https://councilof.ai/api/gspc) ![Hub cells](https://councilof.ai/api/hub-cards)

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.

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.