Pith Number

pith:CBUFUHO2

pith:2023:CBUFUHO2NNOCQYELWD3TBXFFGN

not attested not anchored not stored refs pending

Why Can Large Language Models Generate Correct Chain-of-Thoughts?

Antoine Grosnit, Haitham Bou-Ammar, Juliusz Ziomek, Jun Wang, Rasul Tutunov

arxiv:2310.13571 v4 · 2023-10-20 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBUFUHO2NNOCQYELWD3TBXFFGN}

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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

On the Cost and Benefit of Chain of Thought: A Learning-Theoretic Perspective

Receipt and verification

First computed	2026-07-05T08:28:03.293944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10685a1dda6b5c28608bb0f730dca53351f0abfcc78d69175f8ad85c79fd94b6

Aliases

arxiv: 2310.13571 · arxiv_version: 2310.13571v4 · doi: 10.48550/arxiv.2310.13571 · pith_short_12: CBUFUHO2NNOC · pith_short_16: CBUFUHO2NNOCQYEL · pith_short_8: CBUFUHO2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CBUFUHO2NNOCQYELWD3TBXFFGN \
  | 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: 10685a1dda6b5c28608bb0f730dca53351f0abfcc78d69175f8ad85c79fd94b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10cdbfdb0870beac38dbea453ad48ce3a0eae834bc9214a36555824b89bd72bb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-20T15:09:46Z",
    "title_canon_sha256": "dfba042cd15255f900b2b387a34adfd21acb6ca89e581fcad5827c381f799afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13571",
    "kind": "arxiv",
    "version": 4
  }
}