pith. sign in
Pith Number

pith:MAIWBKTV

pith:2026:MAIWBKTVFU6GOSLAE5IUXOXHHO
not attested not anchored not stored refs pending

ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning

Dianzhi Yu, Fengli Xu, Hengyuan Zhao, Lei Bai, Shuo Li, Wanghan Xu, Wanli Ouyang, Wenlong Zhang, Yaowen Hu, Yuhao Zhou, Zhenfei Yin

arxiv:2605.18799 v1 · 2026-05-11 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MAIWBKTVFU6GOSLAE5IUXOXHHO}

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 2026-05-20T00:06:23.083869Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

601160aa752d3c67496027514bbae73bb0f21b903f8be9570b0941b131a7d496

Aliases

arxiv: 2605.18799 · arxiv_version: 2605.18799v1 · doi: 10.48550/arxiv.2605.18799 · pith_short_12: MAIWBKTVFU6G · pith_short_16: MAIWBKTVFU6GOSLA · pith_short_8: MAIWBKTV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MAIWBKTVFU6GOSLAE5IUXOXHHO \
  | 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: 601160aa752d3c67496027514bbae73bb0f21b903f8be9570b0941b131a7d496
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "73b229973ceed7b59665d51c0e1b629b5aed022485138aaf31002f9841e86d61",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-11T09:22:39Z",
    "title_canon_sha256": "c42a3841766656121f1a1928a7fdcd6736b7797b2e1d39f5122f3140d88f2ba9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18799",
    "kind": "arxiv",
    "version": 1
  }
}