pith. sign in
Pith Number

pith:LLIPVY2Y

pith:2024:LLIPVY2YPMWMGTSAOBI7N7BIWY
not attested not anchored not stored refs pending

Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought

Gang Niu, Huaxiu Yao, Masashi Sugiyama, Siwei Han, Zhen-Yu Zhang

arxiv:2402.06918 v2 · 2024-02-10 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LLIPVY2YPMWMGTSAOBI7N7BIWY}

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 2026-07-05T08:36:45.730433Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5ad0fae3587b2cc34e407051f6fc28b62192c300fcf1125f31cf77cea04b3375

Aliases

arxiv: 2402.06918 · arxiv_version: 2402.06918v2 · doi: 10.48550/arxiv.2402.06918 · pith_short_12: LLIPVY2YPMWM · pith_short_16: LLIPVY2YPMWMGTSA · pith_short_8: LLIPVY2Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LLIPVY2YPMWMGTSAOBI7N7BIWY \
  | 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: 5ad0fae3587b2cc34e407051f6fc28b62192c300fcf1125f31cf77cea04b3375
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7bba10c0d403b14e4bc1d7460e0bd1c34dd95c2e7bd55c29a36820529e4c93c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-10T09:51:03Z",
    "title_canon_sha256": "7f3d93745fb22ecce63635892fe0bc7304c9304a1ed2a60220c698c182608f47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06918",
    "kind": "arxiv",
    "version": 2
  }
}