Pith Number

pith:A2CWY3QM

pith:2025:A2CWY3QMLJUTNEYMHLDPP6JC34

not attested not anchored not stored refs pending

RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints

Chris Ngo, Tan-Hanh Pham

arxiv:2506.06600 v2 · 2025-06-07 · 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{A2CWY3QMLJUTNEYMHLDPP6JC34}

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

LLM-as-a-Judge in Healthcare: A Scoping Analysis of Applications, Methods, and Human Alignment

Receipt and verification

First computed	2026-07-05T11:21:48.367721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06856c6e0c5a6936930c3ac6f7f922df30e1ff9926b407573830991b6dc78ed1

Aliases

arxiv: 2506.06600 · arxiv_version: 2506.06600v2 · doi: 10.48550/arxiv.2506.06600 · pith_short_12: A2CWY3QMLJUT · pith_short_16: A2CWY3QMLJUTNEYM · pith_short_8: A2CWY3QM

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/A2CWY3QMLJUTNEYMHLDPP6JC34 \
  | 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: 06856c6e0c5a6936930c3ac6f7f922df30e1ff9926b407573830991b6dc78ed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c72e0a049a00fe7a1972c6406081b0cd0467fbac7a64cf7a57eee1cffb4dbab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-07T00:26:23Z",
    "title_canon_sha256": "fcbd06e4379ca83ea856dcbfdf4f5fd9b32ae53957f682c9034345a94938ddcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06600",
    "kind": "arxiv",
    "version": 2
  }
}