Pith. sign in
Pith Number

pith:RZW6PY5I

pith:2026:RZW6PY5INQRZXOGC7OBQSSDOHG
not attested not anchored not stored refs pending

Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models

Do Nguyen-Thanh, Junlin Fang, Sean Du, Xiaogang Xu, Zhen Fang

arxiv:2607.22098 v1 · 2026-07-24 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RZW6PY5INQRZXOGC7OBQSSDOHG}

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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 2026-07-27T01:20:48.176102Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8e6de7e3a86c239bb8c2fb8309486e399e5900035f91ca58eb1b7000296cbf46

Aliases

arxiv: 2607.22098 · arxiv_version: 2607.22098v1 · doi: 10.48550/arxiv.2607.22098 · pith_short_12: RZW6PY5INQRZ · pith_short_16: RZW6PY5INQRZXOGC · pith_short_8: RZW6PY5I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RZW6PY5INQRZXOGC7OBQSSDOHG \
  | 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: 8e6de7e3a86c239bb8c2fb8309486e399e5900035f91ca58eb1b7000296cbf46
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4d041bfab54f10a07b9f235cf2de0b8cf4c094999c73ca73b84bb613ecdd4c36",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-24T08:48:17Z",
    "title_canon_sha256": "3216dcecf2b5b6a4b4c9d0e3ddbfc7101f8d7460743951f86c769729c02ebc60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22098",
    "kind": "arxiv",
    "version": 1
  }
}