Pith Number

pith:JUG63SOX

pith:2024:JUG63SOXGORELLAHC6YSR5XEWR

not attested not anchored not stored refs pending

Reliability and Interpretability in Science and Deep Learning

Luigi Scorzato

arxiv:2401.07359 v3 · 2024-01-14 · cs.AI · cs.LG · physics.hist-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JUG63SOXGORELLAHC6YSR5XEWR}

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	2026-07-05T08:37:36.648196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d0dedc9d733a245ac0717b128f6e4b474721ff88d4be9f371c4865cbf26cd3d

Aliases

arxiv: 2401.07359 · arxiv_version: 2401.07359v3 · doi: 10.48550/arxiv.2401.07359 · pith_short_12: JUG63SOXGORE · pith_short_16: JUG63SOXGORELLAH · pith_short_8: JUG63SOX

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/JUG63SOXGORELLAHC6YSR5XEWR \
  | 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: 4d0dedc9d733a245ac0717b128f6e4b474721ff88d4be9f371c4865cbf26cd3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d44a781366ef66c96715bea3eeaab1389b739777f577cf5c9d7c346b242728e",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.hist-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-01-14T20:14:07Z",
    "title_canon_sha256": "316e41d3ec74872360731c771af992c37d4e1f0dcf7615d835264a6108fd542c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.07359",
    "kind": "arxiv",
    "version": 3
  }
}