Pith Number

pith:2VLRZNML

pith:2025:2VLRZNMLPE2XOLJZ22UI47B7ND

not attested not anchored not stored refs pending

MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment

Ming Hu, Siyuan Yan, Xieji Li, Yiwen Jiang, Zhen Yu, Zongyuan Ge

arxiv:2505.09372 v1 · 2025-05-14 · 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{2VLRZNMLPE2XOLJZ22UI47B7ND}

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

1 paper in Pith

DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making

Receipt and verification

First computed	2026-07-05T11:03:07.165071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5571cb58b7935772d39d6a88e7c3f68c4c18890b9cb570d406ab6407cd0bde7

Aliases

arxiv: 2505.09372 · arxiv_version: 2505.09372v1 · doi: 10.48550/arxiv.2505.09372 · pith_short_12: 2VLRZNMLPE2X · pith_short_16: 2VLRZNMLPE2XOLJZ · pith_short_8: 2VLRZNML

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/2VLRZNMLPE2XOLJZ22UI47B7ND \
  | 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: d5571cb58b7935772d39d6a88e7c3f68c4c18890b9cb570d406ab6407cd0bde7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea1564991ae97ea8d833c1c5fa4f13767b633a598aafaf3c13e899e8504233f2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-14T13:24:08Z",
    "title_canon_sha256": "1d79043de15d96b435d82fdebe89fa4b867794ebd4e0743e54f2b087b02f479b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09372",
    "kind": "arxiv",
    "version": 1
  }
}