Pith Number

pith:G33XHMIU

pith:2022:G33XHMIUEEHVPQ2KHECG2PWYL4

not attested not anchored not stored refs pending

Towards Clear Expectations for Uncertainty Estimation

Alexandre Abraham, L\'eo Dreyfus-Schmidt, Simona Maggio, Victor Bouvier

arxiv:2207.13341 v1 · 2022-07-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G33XHMIUEEHVPQ2KHECG2PWYL4}

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.

Cited by

1 paper in Pith

Decision-Aligned Evaluation of Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T04:44:05.859668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36f773b114210f57c34a39046d3ed85f0aab10e81937dbe03b68ecaaa58419cb

Aliases

arxiv: 2207.13341 · arxiv_version: 2207.13341v1 · doi: 10.48550/arxiv.2207.13341 · pith_short_12: G33XHMIUEEHV · pith_short_16: G33XHMIUEEHVPQ2K · pith_short_8: G33XHMIU

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/G33XHMIUEEHVPQ2KHECG2PWYL4 \
  | 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: 36f773b114210f57c34a39046d3ed85f0aab10e81937dbe03b68ecaaa58419cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d0e33faaa3f6128666a9a910f134dc79e07ac5529eae2aed99c0e944be5a572",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-27T07:50:57Z",
    "title_canon_sha256": "a055608f1a8ecc14dd765edf31263f24aeeb0006adfa19f6b4c4728f603cabe5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.13341",
    "kind": "arxiv",
    "version": 1
  }
}