Pith Number

pith:E56MG2GB

pith:2024:E56MG2GBB27OSLWA2DMIDJOQIP

not attested not anchored not stored refs pending

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning

Bo Li, Hao Zhang, Jinwei Chen, Junyuan Gao, Pengtao Jiang, Shice Liu, Yuti Liu

arxiv:2412.11952 v1 · 2024-12-16 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E56MG2GBB27OSLWA2DMIDJOQIP}

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	2026-07-05T09:49:54.454443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

277cc368c10ebee92ec0d0d881a5d043e25786a03538a7e314dade0c7118d435

Aliases

arxiv: 2412.11952 · arxiv_version: 2412.11952v1 · doi: 10.48550/arxiv.2412.11952 · pith_short_12: E56MG2GBB27O · pith_short_16: E56MG2GBB27OSLWA · pith_short_8: E56MG2GB

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/E56MG2GBB27OSLWA2DMIDJOQIP \
  | 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: 277cc368c10ebee92ec0d0d881a5d043e25786a03538a7e314dade0c7118d435

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8125c51f3b7a59a268549d3dd6e694db4b9f5befed994a3393872416bba50b0c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-16T16:35:35Z",
    "title_canon_sha256": "c7bb1618ea0f267c327feb4a3f126ecc2828b2fa4db17138c50e8a470bb28f7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11952",
    "kind": "arxiv",
    "version": 1
  }
}