Pith Number

pith:GUBLO43X

pith:2026:GUBLO43XQNZWCRMS2EYYOZLIFS

not attested not anchored not stored refs pending

Uncertainty quantification for trustworthy deep learning: Methods and measures

H. Martin Gillis, Thomas Trappenberg

arxiv:2607.28248 v1 · 2026-07-30 · stat.ML · 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{GUBLO43XQNZWCRMS2EYYOZLIFS}

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	2026-07-31T01:36:54.938358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

3502b773778373614592d1318765682cb26765d4bb8bdf26dc0d224c5bedda03

Aliases

arxiv: 2607.28248 · arxiv_version: 2607.28248v1 · doi: 10.48550/arxiv.2607.28248 · pith_short_12: GUBLO43XQNZW · pith_short_16: GUBLO43XQNZWCRMS · pith_short_8: GUBLO43X

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/GUBLO43XQNZWCRMS2EYYOZLIFS \
  | 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: 3502b773778373614592d1318765682cb26765d4bb8bdf26dc0d224c5bedda03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c12e04fe98cd0c57595b5cd7492f939ffc40bdcefb1543ce9a46a9eb9799c75",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-30T14:10:31Z",
    "title_canon_sha256": "96aefadc87f235e8e134240791ffb1ff5ddbff9fb16cbbfe789811c3cbbf9be5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28248",
    "kind": "arxiv",
    "version": 1
  }
}