Pith Number

pith:YOCWNIXQ

pith:2025:YOCWNIXQ3A5OE26S3HY422FL2L

not attested not anchored not stored refs pending

MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs

Chenchen Zhao, Chengjie Liu, Chenhao Xue, Chujie Chen, Guangyu Sun, Gwok-Waa Wan, Hefei Feng, Jun Yang, Ning Xu, Qiang Xu, Weiyu Chen, XiangYu Wen, Xin Cheng, Xi Wang, Yibo Lin, Yi Liu, Yinan Zhu, Ying Wang, Yongqi Fu, Yunhao Zhou, Yuxiang Zhao, Zhengyuan Shi

arxiv:2507.19525 v1 · 2025-07-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YOCWNIXQ3A5OE26S3HY422FL2L}

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

CircuChain: Disentangling Competence and Compliance in LLM Circuit Analysis

Receipt and verification

First computed	2026-07-05T11:43:35.814770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c38566a2f0d83ae26bd2d9f1cd68abd2c000ea33f0d9a7ac81f2806e68c5d6e4

Aliases

arxiv: 2507.19525 · arxiv_version: 2507.19525v1 · doi: 10.48550/arxiv.2507.19525 · pith_short_12: YOCWNIXQ3A5O · pith_short_16: YOCWNIXQ3A5OE26S · pith_short_8: YOCWNIXQ

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/YOCWNIXQ3A5OE26S3HY422FL2L \
  | 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: c38566a2f0d83ae26bd2d9f1cd68abd2c000ea33f0d9a7ac81f2806e68c5d6e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1aaa073ff59a839bdb55a657c9baae8746c824d3ec4df9c761d27ed2c39c5a59",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-20T05:46:32Z",
    "title_canon_sha256": "ae1a94fde94efa793a97c97a9ff944ac5d6415884d6680470ddd5babc881a920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19525",
    "kind": "arxiv",
    "version": 1
  }
}