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Pith Number

pith:ZV4CEH2N

pith:2025:ZV4CEH2NBYPXQUAXHURWT7WO4F
not attested not anchored not stored refs pending

Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment

Cheryl Li, Tianyuan Xu, Yiwen Guo

arxiv:2502.07803 v1 · 2025-02-05 · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{ZV4CEH2NBYPXQUAXHURWT7WO4F}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:13:10.134743Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd78221f4d0e1f7850173d2369fecee15f8c54aafbffff8ccee886906472b51e

Aliases

arxiv: 2502.07803 · arxiv_version: 2502.07803v1 · doi: 10.48550/arxiv.2502.07803 · pith_short_12: ZV4CEH2NBYPX · pith_short_16: ZV4CEH2NBYPXQUAX · pith_short_8: ZV4CEH2N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZV4CEH2NBYPXQUAXHURWT7WO4F \
  | 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: cd78221f4d0e1f7850173d2369fecee15f8c54aafbffff8ccee886906472b51e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ed4621246ecc60d6059072ef694f29d264aa9a0e04c08209d067575508799d86",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-05T08:23:18Z",
    "title_canon_sha256": "f680400274d1c25193659606beed48221efe3b0fa8b48c70e8b9f0c36ca8d384"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07803",
    "kind": "arxiv",
    "version": 1
  }
}