Pith Number

pith:RCL4MOEH

pith:2025:RCL4MOEHVK7GG7C3LPHVUFRE4G

not attested not anchored not stored refs pending

ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs

Baixiang Huang, Hongxin Ding, Jinyang Zhang, Junfeng Zhao, Liantao Ma, Weibin Liao, Xinke Jiang, Yasha Wang, Yinghao Zhu, Yue Fang, Zheng Li

arxiv:2508.13514 v2 · 2025-08-19 · 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{RCL4MOEHVK7GG7C3LPHVUFRE4G}

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

A Survey of Reinforcement Learning for Large Reasoning Models

Receipt and verification

First computed	2026-06-23T03:13:46.920708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8897c63887aabe637c5b5bcf5a1624e1b2c0128e2d84f8c666158146366f53af

Aliases

arxiv: 2508.13514 · arxiv_version: 2508.13514v2 · doi: 10.48550/arxiv.2508.13514 · pith_short_12: RCL4MOEHVK7G · pith_short_16: RCL4MOEHVK7GG7C3 · pith_short_8: RCL4MOEH

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/RCL4MOEHVK7GG7C3LPHVUFRE4G \
  | 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: 8897c63887aabe637c5b5bcf5a1624e1b2c0128e2d84f8c666158146366f53af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9312719b45c3504740e44fdf97f5833975da747a64696a587e27ef74c9d6c558",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-19T05:01:40Z",
    "title_canon_sha256": "7e51ee989ba3aaf99a6a8c1df8fc89893acbb2d851eea3ab74a68b5f13996650"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13514",
    "kind": "arxiv",
    "version": 2
  }
}