Pith Number

pith:LZ2YREID

pith:2025:LZ2YREIDXGXE5UB6E72J7UES5T

not attested not anchored not stored refs pending

Open-Medical-R1: How to Choose Data for RLVR Training at Medicine Domain

Heng Li, Jiang Liu, Yan Hu, Zhang Zhang, Zhongxi Qiu

arxiv:2504.13950 v1 · 2025-04-16 · cs.LG · 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{LZ2YREIDXGXE5UB6E72J7UES5T}

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

3 papers in Pith

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

Pen-Strategist: A Reasoning Framework for Penetration Testing Strategy Formation and Analysis

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment

Receipt and verification

First computed	2026-07-05T10:51:08.630938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e75889103b9ae4ed03e27f49fd092ecfc7057903ccc22e246742a21969bc023

Aliases

arxiv: 2504.13950 · arxiv_version: 2504.13950v1 · doi: 10.48550/arxiv.2504.13950 · pith_short_12: LZ2YREIDXGXE · pith_short_16: LZ2YREIDXGXE5UB6 · pith_short_8: LZ2YREID

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/LZ2YREIDXGXE5UB6E72J7UES5T \
  | 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: 5e75889103b9ae4ed03e27f49fd092ecfc7057903ccc22e246742a21969bc023

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb852cab1081493099ac38d81cb26a6b0731620667bf7f2505c280ca97d6d5ba",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T09:16:12Z",
    "title_canon_sha256": "5af46fa9aa20b8972f092c5c0064c90d3e51c08497d22a15ab75b3b8d0346ed0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13950",
    "kind": "arxiv",
    "version": 1
  }
}