Pith Number

pith:ML6K4OUM

pith:2025:ML6K4OUM3RPPQQTOFEXI6DWFBK

not attested not anchored not stored refs pending

Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning

Kaitao Chen, Shaohao Rui, Weijie Ma, Xiaosong Wang

arxiv:2505.19213 v1 · 2025-05-25 · 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{ML6K4OUM3RPPQQTOFEXI6DWFBK}

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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

Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming

Receipt and verification

First computed	2026-07-05T11:09:26.535322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62fcae3a8cdc5ef8426e292e8f0ec50a904040dc3245ae2a6b2062e823948ba4

Aliases

arxiv: 2505.19213 · arxiv_version: 2505.19213v1 · doi: 10.48550/arxiv.2505.19213 · pith_short_12: ML6K4OUM3RPP · pith_short_16: ML6K4OUM3RPPQQTO · pith_short_8: ML6K4OUM

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/ML6K4OUM3RPPQQTOFEXI6DWFBK \
  | 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: 62fcae3a8cdc5ef8426e292e8f0ec50a904040dc3245ae2a6b2062e823948ba4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "721e316bb8890277164a9c3695cc9c810af3958daa496e6ba1b1fb56541ca810",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-25T16:20:55Z",
    "title_canon_sha256": "8bfdc1b9a1076d6ecdb3d62268a117aa8cd7e6db96be8dd676c4df36472781ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19213",
    "kind": "arxiv",
    "version": 1
  }
}