Pith Number

pith:P55SUY5Y

pith:2025:P55SUY5YHEJJN5RBBAL3FBCZJI

not attested not anchored not stored refs pending

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards

Bo Lu, Dawei Yin, Dongdong Shen, Long Xia, Xiaolong Wei, Xingyu Zhang, Zhejun Zhao

arxiv:2508.21476 v1 · 2025-08-29 · 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{P55SUY5YHEJJN5RBBAL3FBCZJI}

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	2026-07-05T12:01:35.459494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f7b2a63b8391296f6210817b284594a03e1edc07759c4d288eb387ae95c4a6f

Aliases

arxiv: 2508.21476 · arxiv_version: 2508.21476v1 · doi: 10.48550/arxiv.2508.21476 · pith_short_12: P55SUY5YHEJJ · pith_short_16: P55SUY5YHEJJN5RB · pith_short_8: P55SUY5Y

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/P55SUY5YHEJJN5RBBAL3FBCZJI \
  | 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: 7f7b2a63b8391296f6210817b284594a03e1edc07759c4d288eb387ae95c4a6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e059e367aaca030c0896247567f78a87a3ea1063514b677bb55cccc23b9d6191",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-29T10:00:55Z",
    "title_canon_sha256": "d0f053a8ee2a707559ebc469321fc9099eae5ced5a7f6bc70aa3aa68520eb631"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21476",
    "kind": "arxiv",
    "version": 1
  }
}