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Pith Number

pith:TXN65WMT

pith:2026:TXN65WMTBKD7CBIEVL6GHOXCU7
not attested not anchored not stored refs pending

CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards

Man Lan, Wei Tian, Yuhao Zhou

arxiv:2606.00020 v1 · 2026-04-14 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TXN65WMTBKD7CBIEVL6GHOXCU7}

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 2026-06-02T00:03:12.546026Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9ddbeed9930a87f10504aafc63bae2a7ed66f0cce57658020def5fa528dd25f6

Aliases

arxiv: 2606.00020 · arxiv_version: 2606.00020v1 · doi: 10.48550/arxiv.2606.00020 · pith_short_12: TXN65WMTBKD7 · pith_short_16: TXN65WMTBKD7CBIE · pith_short_8: TXN65WMT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TXN65WMTBKD7CBIEVL6GHOXCU7 \
  | 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: 9ddbeed9930a87f10504aafc63bae2a7ed66f0cce57658020def5fa528dd25f6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ff3101135cd528e946037c440da3f339cb51f9020f79f2e4aaf4a71a11c20285",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-14T02:06:38Z",
    "title_canon_sha256": "2955f5668cf29380a9ce3555aee0ae3d730f5ae80f76ad190343a09305e0f293"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00020",
    "kind": "arxiv",
    "version": 1
  }
}