Pith Number

pith:KKZF4YNQ

pith:2025:KKZF4YNQ3KYICDAS6MEUSYNIDJ

not attested not anchored not stored refs pending

Data Metabolism: An Efficient Data Design Schema For Vision Language Model

Chenxi Sun, Fanheng Kong, Fuzheng Zhang, Hongzhi Zhang, Jiakang Wang, Jingyuan Zhang, Qi Wang, Xingguang Ji, Yahui Liu, Zhou Haonan

arxiv:2504.12316 v1 · 2025-04-10 · cs.CL · cs.AI · 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{KKZF4YNQ3KYICDAS6MEUSYNIDJ}

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

1 paper in Pith

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos

Receipt and verification

First computed	2026-07-05T10:50:13.968221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52b25e61b0dab0810c12f3094961a81a6b0f1753f33066f3eca1165613656d8f

Aliases

arxiv: 2504.12316 · arxiv_version: 2504.12316v1 · doi: 10.48550/arxiv.2504.12316 · pith_short_12: KKZF4YNQ3KYI · pith_short_16: KKZF4YNQ3KYICDAS · pith_short_8: KKZF4YNQ

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/KKZF4YNQ3KYICDAS6MEUSYNIDJ \
  | 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: 52b25e61b0dab0810c12f3094961a81a6b0f1753f33066f3eca1165613656d8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "689532b646399c6ad156f4a78f38838de6230f0d1ba40593baedfc11f7fe2d32",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-10T07:20:54Z",
    "title_canon_sha256": "69e000bf06851143928102be38dd45b179939d1e08fd5a8086e67d723ccae85c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12316",
    "kind": "arxiv",
    "version": 1
  }
}