Pith Number

pith:AQHYSEKU

pith:2022:AQHYSEKUELDBSZONNTRKNTNVZ2

not attested not anchored not stored refs pending

A Note on "Assessing Generalization of SGD via Disagreement"

Andreas Kirsch, Yarin Gal

arxiv:2202.01851 v2 · 2022-02-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQHYSEKUELDBSZONNTRKNTNVZ2}

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	2026-07-05T05:13:31.569795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040f89115422c61965cd6ce2a6cdb5ce91d197df9ff308af0b8b914b0a9a69ae

Aliases

arxiv: 2202.01851 · arxiv_version: 2202.01851v2 · doi: 10.48550/arxiv.2202.01851 · pith_short_12: AQHYSEKUELDB · pith_short_16: AQHYSEKUELDBSZON · pith_short_8: AQHYSEKU

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/AQHYSEKUELDBSZONNTRKNTNVZ2 \
  | 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: 040f89115422c61965cd6ce2a6cdb5ce91d197df9ff308af0b8b914b0a9a69ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0adb5ee7da55b6daec7a647303cf75c33ef9c6109bdda711689aa4a92cb57293",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-03T21:23:34Z",
    "title_canon_sha256": "5cacdbf0409c0bce087bb53516498bca8f470f1dbb684c092feda7ee471ab09c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01851",
    "kind": "arxiv",
    "version": 2
  }
}