Pith Number

pith:QJUTSBKH

pith:2025:QJUTSBKHHVKO7X7H5WH3ZKKZWQ

not attested not anchored not stored refs pending

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning

Binbin Lin, Chen Shen, Chenxi Huang, Deng Cai, Jieping Ye, Liang Xie, Shaotian Yan, Sinan Fan, Yue Xin

arxiv:2507.10085 v1 · 2025-07-14 · 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{QJUTSBKHHVKO7X7H5WH3ZKKZWQ}

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	2026-07-05T11:36:44.676381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82693905473d54efdfe7ed8fbca959b419cd5c7860ba2fc6c67ae2eaef4b0768

Aliases

arxiv: 2507.10085 · arxiv_version: 2507.10085v1 · doi: 10.48550/arxiv.2507.10085 · pith_short_12: QJUTSBKHHVKO · pith_short_16: QJUTSBKHHVKO7X7H · pith_short_8: QJUTSBKH

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/QJUTSBKHHVKO7X7H5WH3ZKKZWQ \
  | 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: 82693905473d54efdfe7ed8fbca959b419cd5c7860ba2fc6c67ae2eaef4b0768

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad32bd1b48c80ba3d49720f8b3397fb3b798e32079fafc89c00d00f12287c1ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-14T09:11:33Z",
    "title_canon_sha256": "a32fe74046019f6e93d5b3080f580f6d86423ee1af5ba1956cacf1eedf11c44b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10085",
    "kind": "arxiv",
    "version": 1
  }
}