Pith Number

pith:LPSSYWI7

pith:2025:LPSSYWI75SURFUUDX3WAUGL6E6

not attested not anchored not stored refs pending

Transparency Techniques for Neural Networks trained on Writer Identification and Writer Verification

Florian Kleber, Marco Peer, Viktoria Pundy

arxiv:2506.16331 v1 · 2025-06-19 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LPSSYWI75SURFUUDX3WAUGL6E6}

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	2026-07-05T11:24:34.709670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5be52c591feca912d283beec0a197e278c4a5782a4f5caeaf45e6aa319c2256a

Aliases

arxiv: 2506.16331 · arxiv_version: 2506.16331v1 · doi: 10.48550/arxiv.2506.16331 · pith_short_12: LPSSYWI75SUR · pith_short_16: LPSSYWI75SURFUUD · pith_short_8: LPSSYWI7

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/LPSSYWI75SURFUUDX3WAUGL6E6 \
  | 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: 5be52c591feca912d283beec0a197e278c4a5782a4f5caeaf45e6aa319c2256a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a65e3b7c522554dfb43d147d9518bd3503e87e73ac1ce5eae8577fc972b0d9b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-19T14:07:04Z",
    "title_canon_sha256": "410c032954a6daf5ffbd0af0003709a372c02f6195f53d5e6ed7f40b754ccfe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16331",
    "kind": "arxiv",
    "version": 1
  }
}