Pith Number

pith:G45JBWQ3

pith:2022:G45JBWQ3JVPSGS4E2KWTUUTSZD

not attested not anchored not stored refs pending

Epistemic Deep Learning

Fabio Cuzzolin, Shireen Kudukkil Manchingal

arxiv:2206.07609 v1 · 2022-06-15 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G45JBWQ3JVPSGS4E2KWTUUTSZD}

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

3 papers in Pith

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics

Distributional Energy-Based Models for Uncertainty-Aware Structured LLM Reasoning

Random-Set Graph Neural Networks

Receipt and verification

First computed	2026-07-05T04:32:06.882297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

373a90da1b4d5f234b84d2ad3a5272c8dc130d9d95211fadee86a6a52ac113c2

Aliases

arxiv: 2206.07609 · arxiv_version: 2206.07609v1 · doi: 10.48550/arxiv.2206.07609 · pith_short_12: G45JBWQ3JVPS · pith_short_16: G45JBWQ3JVPSGS4E · pith_short_8: G45JBWQ3

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/G45JBWQ3JVPSGS4E2KWTUUTSZD \
  | 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: 373a90da1b4d5f234b84d2ad3a5272c8dc130d9d95211fadee86a6a52ac113c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0afc5a88be68edd0e91ea702407222afa5c3eb400e7e94f9b3fa55e66bf30514",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-15T15:39:52Z",
    "title_canon_sha256": "71f57db165cf38cfca0dd512883066590dec14fc6a89c929e7599e7611fe2914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.07609",
    "kind": "arxiv",
    "version": 1
  }
}