Pith Number

pith:3CSG6S35

pith:2025:3CSG6S35ZBZLYGX4IZXSSWCACU

not attested not anchored not stored refs pending

Beyond Graph Model: Reliable VLM Fine-Tuning via Random Graph Adapter

Beibei Wang, Bin Luo, Bo Jiang, Xixi Wan, Xixi Wang, Xueyang Ze

arxiv:2507.10355 v1 · 2025-07-14 · 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{3CSG6S35ZBZLYGX4IZXSSWCACU}

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	2026-07-05T11:36:50.045836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8a46f4b7dc872bc1afc466f2958401511e587f499635f7e6789f325be44cb4e

Aliases

arxiv: 2507.10355 · arxiv_version: 2507.10355v1 · doi: 10.48550/arxiv.2507.10355 · pith_short_12: 3CSG6S35ZBZL · pith_short_16: 3CSG6S35ZBZLYGX4 · pith_short_8: 3CSG6S35

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/3CSG6S35ZBZLYGX4IZXSSWCACU \
  | 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: d8a46f4b7dc872bc1afc466f2958401511e587f499635f7e6789f325be44cb4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f1af5e9df72ed267872ab1a5c1bd1f843c8efbaa480754a8a51db43126efd13",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-14T14:56:49Z",
    "title_canon_sha256": "b5843900cf2c8e987d1f62c7261307ba271cb9eeb4939fa95690646bfb629916"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10355",
    "kind": "arxiv",
    "version": 1
  }
}