Pith Number

pith:E2PBSEOG

pith:2025:E2PBSEOGTHSD4ZDKRR45WTPWFC

not attested not anchored not stored refs pending

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation

ByoungJun Jeon, Chang Wook Jeong, Ho-Geol Ryu, Hongyeol Lee, Hyun-Lim Yang, Jisoo Lee, Sae Won Choi, Seong-A Park, Yooseok Lim

arxiv:2508.07681 v1 · 2025-08-11 · 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{E2PBSEOGTHSD4ZDKRR45WTPWFC}

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.

Receipt and verification

First computed	2026-07-05T11:51:50.457402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

269e1911c699e43e646a8c79db4df6288a5ebea3ca6ba5437f2285c6b56b7790

Aliases

arxiv: 2508.07681 · arxiv_version: 2508.07681v1 · doi: 10.48550/arxiv.2508.07681 · pith_short_12: E2PBSEOGTHSD · pith_short_16: E2PBSEOGTHSD4ZDK · pith_short_8: E2PBSEOG

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/E2PBSEOGTHSD4ZDKRR45WTPWFC \
  | 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: 269e1911c699e43e646a8c79db4df6288a5ebea3ca6ba5437f2285c6b56b7790

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c7c91a47416e4c5974614f2fd95d47136f406852568e7fb6f9a210a09e99e76",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T06:58:33Z",
    "title_canon_sha256": "4d16abbca370624c385513fd8acbc3bd0da10392859a06598e29339410302fe6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07681",
    "kind": "arxiv",
    "version": 1
  }
}