Pith Number

pith:AFG4P4IN

pith:2025:AFG4P4IN5QUFDENRDDL6T3CR7Q

not attested not anchored not stored refs pending

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models

Dongrui Liu, Fenze Feng, Haozhe Wang, Hengyang Lu, Kailin Jiang, Lizhen Cui, Mingcai Chen, Qihan Ren, Rui Yang, Xiaoye Qu, Yifan Jia, Yi Xin, Yuntao Du, Yuyang Liang

arxiv:2505.19509 v1 · 2025-05-26 · 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{AFG4P4IN5QUFDENRDDL6T3CR7Q}

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

3 papers in Pith

MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias

SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory

MMCL-Bench: Multimodal Context Learning from Visual Rules, Procedures, and Evidence

Receipt and verification

First computed	2026-07-05T11:09:31.548844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

014dc7f10dec285191b118d7e9ec51fc241cc408425fff0624d12f2a8ace77eb

Aliases

arxiv: 2505.19509 · arxiv_version: 2505.19509v1 · doi: 10.48550/arxiv.2505.19509 · pith_short_12: AFG4P4IN5QUF · pith_short_16: AFG4P4IN5QUFDENR · pith_short_8: AFG4P4IN

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/AFG4P4IN5QUFDENRDDL6T3CR7Q \
  | 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: 014dc7f10dec285191b118d7e9ec51fc241cc408425fff0624d12f2a8ace77eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0917e7d81b00c15ee48ea263ce05c52f5a38be8b7ce6db4dccc90ef95adaa09",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T04:39:30Z",
    "title_canon_sha256": "471486bd41470b7a8d82a239007650c27972c522a5172f7687c2804b7baa7199"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19509",
    "kind": "arxiv",
    "version": 1
  }
}