Pith Number

pith:Q7IDIH5A

pith:2025:Q7IDIH5AJTTPWVDVGCSSBI3KYE

1 verified not anchored not stored refs pending

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot

Changwen Chen, Ruixiang Jiang

arxiv:2501.09012 v3 · 2025-01-15 · cs.CV · cs.AI · cs.CL · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q7IDIH5AJTTPWVDVGCSSBI3KYE}

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

✓ Author claim 1 verified · sign in to claim

JIANG Ruixiang orcid verified

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

2 papers in Pith

CROP: Expert-Aligned Image Cropping via Compositional Reasoning and Optimizing Preference

ViTok-v2: Scaling Native Resolution Auto-Encoders to 5 Billion Parameters

Receipt and verification

First computed	2026-06-28T15:26:19.310436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a

Aliases

arxiv: 2501.09012 · arxiv_version: 2501.09012v3 · doi: 10.48550/arxiv.2501.09012 · pith_short_12: Q7IDIH5AJTTP · pith_short_16: Q7IDIH5AJTTPWVDV · pith_short_8: Q7IDIH5A

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/Q7IDIH5AJTTPWVDVGCSSBI3KYE \
  | 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: 87d0341fa04ce6fb547530a520a36ac134be92c14e212cadfa4dd3ba86fec25a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a47dd607dfe67f4007226fc16c68cc4929f688b551cfddfebd0d392a1cba08a3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.MM"
    ],
    "license": "",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-15T18:56:22Z",
    "title_canon_sha256": "e0c7371801c6dab1c7c579486b9277667a5b9abc5ead9162a14d652549dfecf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09012",
    "kind": "arxiv",
    "version": 3
  }
}