Pith Number

pith:SPM2RPYV

pith:2025:SPM2RPYVKK2DA4YAGGTP5R6C5I

not attested not anchored not stored refs pending

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Graham Neubig, Tianyue Ou, Xiang Yue, Yibo Kong, Yueqi Song, Zecheng Li

arxiv:2504.10342 v3 · 2025-04-14 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPM2RPYVKK2DA4YAGGTP5R6C5I}

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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

13 papers in Pith

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

PACE: A Proxy for Agentic Capability Evaluation

Semantic-Enriched Latent Visual Reasoning

StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning

Receipt and verification

First computed	2026-07-05T10:56:17.181544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93d9a8bf1552b430730031a6fec7c2ea1ab1caeb1bd8b2aa8d827939bbfcb750

Aliases

arxiv: 2504.10342 · arxiv_version: 2504.10342v3 · doi: 10.48550/arxiv.2504.10342 · pith_short_12: SPM2RPYVKK2D · pith_short_16: SPM2RPYVKK2DA4YA · pith_short_8: SPM2RPYV

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/SPM2RPYVKK2DA4YAGGTP5R6C5I \
  | 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: 93d9a8bf1552b430730031a6fec7c2ea1ab1caeb1bd8b2aa8d827939bbfcb750

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34be3ce46bee3a225959501c223195bba713b55deb30c6308b71ed974fbe78e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-14T15:50:39Z",
    "title_canon_sha256": "597d8df13124af714f792e4b3b78fa6d7516c45a58abb10944944d5e048fdde6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10342",
    "kind": "arxiv",
    "version": 3
  }
}