Pith Number

pith:NXGV6Y4P

pith:2023:NXGV6Y4POGFEIGYF35ROZKVHJ6

not attested not anchored not stored refs pending

Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Bohang Zhang, Di He, Guhao Feng, Haotian Ye, Liwei Wang, Yuntian Gu

arxiv:2305.15408 v5 · 2023-05-24 · cs.LG · cs.CC · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXGV6Y4POGFEIGYF35ROZKVHJ6}

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.

Cited by

2 papers in Pith

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits

The Rise and Potential of Large Language Model Based Agents: A Survey

Receipt and verification

First computed	2026-07-05T07:27:25.270237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dcd5f638f718a441b05df62ecaaa74fb5d9bbfae5da86770607c9a061ea0952

Aliases

arxiv: 2305.15408 · arxiv_version: 2305.15408v5 · doi: 10.48550/arxiv.2305.15408 · pith_short_12: NXGV6Y4POGFE · pith_short_16: NXGV6Y4POGFEIGYF · pith_short_8: NXGV6Y4P

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/NXGV6Y4POGFEIGYF35ROZKVHJ6 \
  | 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: 6dcd5f638f718a441b05df62ecaaa74fb5d9bbfae5da86770607c9a061ea0952

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f90c76785817d027f8185511f85c58edb252e01c3af5ad80f3bc224e4a53986e",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-24T17:59:21Z",
    "title_canon_sha256": "a8afd0960d88070769327f715ba47d7542382d82b3bddfef9a4282bca6759289"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15408",
    "kind": "arxiv",
    "version": 5
  }
}