Pith Number

pith:5J3NGKAF

pith:2025:5J3NGKAFW7H3DUSI6U4XUNDJFL

not attested not anchored not stored refs pending

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

Junichiro Iwasawa, Keita Suzuki, Wataru Kawakami

arxiv:2504.18080 v1 · 2025-04-25 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5J3NGKAFW7H3DUSI6U4XUNDJFL}

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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

1 paper in Pith

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

Receipt and verification

First computed	2026-07-05T10:54:01.281189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea76d32805b7cfb1d248f5397a34692afd0998d82561fd50f9ca2007fdd20a52

Aliases

arxiv: 2504.18080 · arxiv_version: 2504.18080v1 · doi: 10.48550/arxiv.2504.18080 · pith_short_12: 5J3NGKAFW7H3 · pith_short_16: 5J3NGKAFW7H3DUSI · pith_short_8: 5J3NGKAF

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/5J3NGKAFW7H3DUSI6U4XUNDJFL \
  | 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: ea76d32805b7cfb1d248f5397a34692afd0998d82561fd50f9ca2007fdd20a52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e509aa12e9f6bbd3f6804f4007b2a99a5e7da8133b8717d6a0bbc6d6ebb3561c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-25T05:15:31Z",
    "title_canon_sha256": "cddf5cbfe4ac02c20fb77d8f3645fbd6bd57961e61f517c834ca585c67cadfee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18080",
    "kind": "arxiv",
    "version": 1
  }
}