Pith Number

pith:MBVH4NYN

pith:2025:MBVH4NYNAR5MDLTY7RTCS32F3W

not attested not anchored not stored refs pending

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation

Chengzhi Liu, Chong Zhang, Chun-Mei Feng, Feilong Tang, Haochen Xue, Imran Razzak, Jionglong Su, Junjun He, Ming Hu, Qidong Huang, Yexin Liu, Yulong Li, Yu Qiao, Yutong Xie, Zhongxing Xu, Zongyuan Ge

arxiv:2502.11903 v2 · 2025-02-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MBVH4NYNAR5MDLTY7RTCS32F3W}

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

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

Receipt and verification

First computed	2026-07-05T10:26:43.789432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

606a7e370d047ac1ae78fc66296f45ddb5f42c7c7502c1fe6eb1375795962a54

Aliases

arxiv: 2502.11903 · arxiv_version: 2502.11903v2 · doi: 10.48550/arxiv.2502.11903 · pith_short_12: MBVH4NYNAR5M · pith_short_16: MBVH4NYNAR5MDLTY · pith_short_8: MBVH4NYN

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/MBVH4NYNAR5MDLTY7RTCS32F3W \
  | 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: 606a7e370d047ac1ae78fc66296f45ddb5f42c7c7502c1fe6eb1375795962a54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35dd7d3886c642aba26a713285a257129e2ab261475b8f71ebc49e1b98b05e3e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T15:24:49Z",
    "title_canon_sha256": "cefdc65ac988bf40a32e8c9f24dd5430f981942f01659b89bd50d9f41ce2e0c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11903",
    "kind": "arxiv",
    "version": 2
  }
}