Pith Number

pith:G4W4FCVT

pith:2025:G4W4FCVTY226BXQZTGIUTGFVYD

not attested not anchored not stored refs pending

Creative4U: MLLMs-based Advertising Creative Image Selector with Comparative Reasoning

Baolin Liu, Bowen Wan, Bo Zheng, Chenghan Fu, Jian Xu, Pengji Wang, Shichang Jia, Wanxian Guan, Xiang Zhang, Xudong Ren, Yueran Liu, Yukang Lin

arxiv:2508.12628 v2 · 2025-08-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4W4FCVTY226BXQZTGIUTGFVYD}

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.

Receipt and verification

First computed	2026-05-26T02:03:53.788845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

372dc28ab3c6b5e0de1999914998b5c0c0323089d1d49571dfb78533ede24fd4

Aliases

arxiv: 2508.12628 · arxiv_version: 2508.12628v2 · doi: 10.48550/arxiv.2508.12628 · pith_short_12: G4W4FCVTY226 · pith_short_16: G4W4FCVTY226BXQZ · pith_short_8: G4W4FCVT

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/G4W4FCVTY226BXQZTGIUTGFVYD \
  | 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: 372dc28ab3c6b5e0de1999914998b5c0c0323089d1d49571dfb78533ede24fd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12adb346ce98ece61ac1434dabd1497b9caeae47ab273da9891ecb753d4a106f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-18T05:11:30Z",
    "title_canon_sha256": "c194ee8f37af820ae7a1a396b20682818bcd082627ff7b82e39458648308d302"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12628",
    "kind": "arxiv",
    "version": 2
  }
}