Pith Number

pith:BGS4UFYZ

pith:2024:BGS4UFYZ2SUDBNANVXQDZFJ7ZT

not attested not anchored not stored refs pending

Automated Trustworthiness Testing for Machine Learning Classifiers

Seaton Cousins-Baxter, Stefano Ruberto, Steven Cho, Valerio Terragni

arxiv:2406.05251 v1 · 2024-06-07 · cs.LG · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BGS4UFYZ2SUDBNANVXQDZFJ7ZT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T08:29:03.099172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09a5ca1719d4a830b40dade03c953fcce4b4c58b2f1aab4254e6471a74f13df2

Aliases

arxiv: 2406.05251 · arxiv_version: 2406.05251v1 · doi: 10.48550/arxiv.2406.05251 · pith_short_12: BGS4UFYZ2SUD · pith_short_16: BGS4UFYZ2SUDBNAN · pith_short_8: BGS4UFYZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/BGS4UFYZ2SUDBNANVXQDZFJ7ZT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 09a5ca1719d4a830b40dade03c953fcce4b4c58b2f1aab4254e6471a74f13df2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2b68f9823c9b1981401eb53d0fefb08e659c48fb03ea00f524322902148e50c",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T20:25:05Z",
    "title_canon_sha256": "4ea66f967a00856daab078873d61c5c905ac9fe7b19998e15c6319af663efe78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05251",
    "kind": "arxiv",
    "version": 1
  }
}