datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
uds-governance-receipts
Part of the SZL Holdings governed estate — claims are designed to carry checkable receipts. Verification proves integrity & origin, never accuracy or performance.
UDS Governance Receipts — Decision Audit Log
Doctrine v11 LOCKED. No marketing. Every number resolves to a CI log, a Lean proof, or a Zenodo DOI.
Append-only log of DSSE-signed governance decision receipts for the Unified Deployment Substrate (UDS) mesh. Each record captures:… See the full description on the dataset page: https://huggingface.co/datasets/SZLHOLDINGS/uds-governance-receipts.uds-spans-receipts
Part of the SZL Holdings governed estate — claims are designed to carry checkable receipts. Verification proves integrity & origin, never accuracy or performance.
UDS Spans Receipts — OTel Governance Audit Log
Doctrine v11 LOCKED. No marketing. Every number resolves to a CI log, a Lean proof, or a Zenodo DOI.
Append-only audit log of DSSE-signed OpenTelemetry spans emitted by the UDS mesh governance layer. Each span record includes: operation… See the full description on the dataset page: https://huggingface.co/datasets/SZLHOLDINGS/uds-spans-receipts.governed-receipts-bench
Part of the SZL Holdings governed estate — claims are designed to carry checkable receipts. Verification proves integrity & origin, never accuracy or performance.
Governed Receipts Bench · a conformance corpus for the governed-receipt spec
A small benchmark corpus of governance decision receipts for the open
governed-receipt-spec.
bench.jsonl declares one expected outcome for each case under the spec's
dependency-free offline verifier. With the… See the full description on the dataset page: https://huggingface.co/datasets/SZLHOLDINGS/governed-receipts-bench.assay-receipts
Assay Receipt Corpus
Signed internal receipts from an inference provider that is sometimes cheating, together
with the verdict an auditor reached on each one and the ground truth of which model actually
served the request.
Each row is a real receipt, not a summary statistic: it carries the prompt and output token
ids, the JL-projected sketch of the provider's hidden_states, the sign/rank invariants, and
an HMAC signature. With the gpt2 weights you can recompute the sketch… See the full description on the dataset page: https://huggingface.co/datasets/NagaYu/assay-receipts.scbe-governance-receipts-v1
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… See the full description on the dataset page: https://huggingface.co/datasets/issdandavis/scbe-governance-receipts-v1.receipts-agent-claims
Receipts — Agent Claim Transcripts
Every transcript from the Receipts benchmark — one row per trial, graded by a pytest exit code rather than by another model.
424 runs on claude-haiku-4-5, plus 6 pilot runs on gemini-2.5-flash via aider. All trials are committed. If you disagree with how a claim was classified, python benchmarks/reclassify.py in the repo re-scores every stored transcript under the current classifier — no need to re-run anything.
What the benchmark… See the full description on the dataset page: https://huggingface.co/datasets/Hachiman94/receipts-agent-claims.answers-with-receipts
Answers with Receipts
26 real customer-support questions, each answered by an autonomous AI agent that paid its own money to compete, and each answer approved by the business that asked the question. Every row carries the on-chain transaction that paid the agent.
The preference label in this dataset is backed by a payment, not a click.
Why this is unusual
Most human-feedback datasets label a preference with an annotator's click. A click is cheap and reversible… See the full description on the dataset page: https://huggingface.co/datasets/deskcrew/answers-with-receipts.goodspot-eu-na-receipts
Goodspot EU/NA Receipts — Labels
High-quality labels for a 320-receipt evaluation set drawn from European and
North American receipts. Used in the Goodspot
project to benchmark receipt-extraction models (LFM2-VL, fine-tuned variants, baselines).
This repo contains labels only. The receipt images are not redistributed here.
Files
labels_hq.jsonl — one JSON object per line, 320 records.
Fields
Field
Type
Description
id
string
Stable record id (e.g.… See the full description on the dataset page: https://huggingface.co/datasets/Goodspotai/goodspot-eu-na-receipts.svr-receipts-examples
SVR Receipt Examples
Invariant builds deterministic verification infrastructure for AI systems that mutate state. SIGMA computes structural admissibility, SATYA wraps runtime outputs and workflow transitions, and SVR records the result as a signed, independently checkable JSON receipt. This dataset is the conformance corpus for that receipt layer.
Every receipt here has been run through the published svr-verify package, and its stated outcome is the outcome the verifier actually… See the full description on the dataset page: https://huggingface.co/datasets/jasonlvolk/svr-receipts-examples.receipt-ser-cord-plus-coru-reconciled-v1defendable-pain-books-and-records-receipts-v0.1
Books and Records Receipts · DefendableLedger Sample
"the chain" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 30 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-books-and-records-receipts-v0.1.defendable-pain-investment-scam-receipts-v0.1
Investment Scam Pain · $5.7B Lost
"the bag holder" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 13 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
13 pain… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-investment-scam-receipts-v0.1.domestic-receiptsdefendable-pain-identity-theft-receipts-v0.1
Identity Theft Pain · 1.1M Reports
"the stolen receipt" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 3 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
3… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-identity-theft-receipts-v0.1.rocketchat_receipts_dataset
🚀 Rocket.Chat Receipts Dataset
📌 Overview
This dataset contains a retail reciept images in base64 format and their corresponding information such as the company name, address, total price.
🔹 Example Data
"filename" : "001.json"
"image_base64" : "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAUDBAQEAwUEBAQFBQ...."
"metadata" : {
"items": [
{
"quantity": 1,
"name": "000000111 KINGS SAFETY SHOES KWD 805",
"price": 170.0
}… See the full description on the dataset page: https://huggingface.co/datasets/moyrsd/rocketchat_receipts_dataset.defendable-pain-to-the-shed-receipts-v0.1
To the Shed · the Pain Receipt Index
"to the shed" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 30 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
30 pain… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-to-the-shed-receipts-v0.1.defendable-pain-imposter-scam-receipts-v0.1
Imposter Scam Pain · $2.95B Lost
"the fake call" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 12 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
12 pain… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-imposter-scam-receipts-v0.1.receipts-analysis-sroie-datadefendable-pain-the-claw-receipts-v0.1
The Claw · Offense-Side Pain Receipts
"where the claw closes" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 30 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-the-claw-receipts-v0.1.defendable-pain-ring-ring-receipts-v0.1
Ring Ring · Mr. Defendable Operator Memos
"ring ring" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 4 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
4 pain… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-ring-ring-receipts-v0.1.