Pith Number

pith:P3WUEFY3

pith:2024:P3WUEFY345QDQYT6YZDIA2X2VN

not attested not anchored not stored refs pending

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Di Fu, Hongguang Fu, Liangcai Gao, Shuai Peng, Xiuqin Zhong, Zhi Tang

arxiv:2409.00147 v1 · 2024-08-30 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{P3WUEFY345QDQYT6YZDIA2X2VN}

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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

9 papers in Pith

ESC: Emotional Self-Correction for Reliable Vision-Language Models

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

Receipt and verification

First computed	2026-07-05T09:01:41.604571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eed42171be76038627ec646806afaab594e8b50debe6fbb66045ba058b10200

Aliases

arxiv: 2409.00147 · arxiv_version: 2409.00147v1 · doi: 10.48550/arxiv.2409.00147 · pith_short_12: P3WUEFY345QD · pith_short_16: P3WUEFY345QDQYT6 · pith_short_8: P3WUEFY3

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/P3WUEFY345QDQYT6YZDIA2X2VN \
  | 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: 7eed42171be76038627ec646806afaab594e8b50debe6fbb66045ba058b10200

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5917e1a63653773c1749ad0dd79883f79b3db4aee8d1e97c5cf08a9e41ae632b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-30T07:37:38Z",
    "title_canon_sha256": "7f220d3ac23c60065505a303450d303d1ea07d7537c1a60b7ffdbf959e02d9eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00147",
    "kind": "arxiv",
    "version": 1
  }
}