Pith Number

pith:GDCMPX54

pith:2025:GDCMPX54JXAFCBOXGN5G2U5GN5

not attested not anchored not stored refs pending

Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning

Guanghui Qin, Hoifung Poon, Qianchu Liu, Sheng Zhang, Tristan Naumann

arxiv:2502.19655 v1 · 2025-02-27 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GDCMPX54JXAFCBOXGN5G2U5GN5}

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

7 papers in Pith

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA

RareDxR1: Autonomous Medical Reasoning for Rare Disease Diagnosis Beyond Human Annotation

Trading Human Curation for Synthetic Augmentation in RLVR

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Receipt and verification

First computed	2026-07-05T10:20:50.454346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30c4c7dfbc4dc05105d7337a6d53a66f48f82122fa9800981e67f0496b496f4a

Aliases

arxiv: 2502.19655 · arxiv_version: 2502.19655v1 · doi: 10.48550/arxiv.2502.19655 · pith_short_12: GDCMPX54JXAF · pith_short_16: GDCMPX54JXAFCBOX · pith_short_8: GDCMPX54

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/GDCMPX54JXAFCBOXGN5G2U5GN5 \
  | 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: 30c4c7dfbc4dc05105d7337a6d53a66f48f82122fa9800981e67f0496b496f4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6743cf809e0d9b8510c2b207d4dc52b22fd2195554b6c32efc812e9838dcd51b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T00:54:38Z",
    "title_canon_sha256": "26ccdea64e19da85492620b13f5971e623f63a0d10c01eefcd2a1b8ad7122a45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19655",
    "kind": "arxiv",
    "version": 1
  }
}