Pith Number

pith:NATOKERN

pith:2024:NATOKERNKSO376EKHORWGTZWTN

not attested not anchored not stored refs pending

MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine

Aojun Zhou, Bin Wei, Chengzhuo Tong, Chunyuan Li, Dongzhi Jiang, Hongsheng Li, Jiaming Liu, Peng Gao, Renrui Zhang, Shanghang Zhang, Shicheng Li, Xinyu Wei, Yichi Zhang, Ziyu Guo

arxiv:2407.08739 v2 · 2024-07-11 · 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{NATOKERNKSO376EKHORWGTZWTN}

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

12 papers in Pith

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems

Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning

NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation

Receipt and verification

First computed	2026-07-05T09:29:49.658383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6826e5122d549dbff88a3ba3634f369b41acafdd21f33a83d0d09e692e2bfd6e

Aliases

arxiv: 2407.08739 · arxiv_version: 2407.08739v2 · doi: 10.48550/arxiv.2407.08739 · pith_short_12: NATOKERNKSO3 · pith_short_16: NATOKERNKSO376EK · pith_short_8: NATOKERN

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/NATOKERNKSO376EKHORWGTZWTN \
  | 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: 6826e5122d549dbff88a3ba3634f369b41acafdd21f33a83d0d09e692e2bfd6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "598dacda624ee94e962f48cbf8ec1ad51a6714ea21acfd07234fa61ba5fdd2f8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-11T17:59:47Z",
    "title_canon_sha256": "ef6e07a0965546245feb02e894730a9cbab887f62b7346a75a92e6724ed4c700"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08739",
    "kind": "arxiv",
    "version": 2
  }
}