Pith Number

pith:62QEU4V6

pith:2025:62QEU4V6KEMCOSL5TTGYEAJPBT

not attested not anchored not stored refs pending

Unveiling and Causalizing CoT: A Causal Pespective

Hao Li, Jiarun Fu, Lizhong Ding, Pengqi Li, Qiuning Wei, Xu Chen

arxiv:2502.18239 v1 · 2025-02-25 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{62QEU4V6KEMCOSL5TTGYEAJPBT}

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

3 papers in Pith

Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning

Receipt and verification

First computed	2026-07-05T10:19:50.938743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6a04a72be511827497d9ccd82012f0cf351c6fa2a278bd28bc73d6e03c1a9bc

Aliases

arxiv: 2502.18239 · arxiv_version: 2502.18239v1 · doi: 10.48550/arxiv.2502.18239 · pith_short_12: 62QEU4V6KEMC · pith_short_16: 62QEU4V6KEMCOSL5 · pith_short_8: 62QEU4V6

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/62QEU4V6KEMCOSL5TTGYEAJPBT \
  | 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: f6a04a72be511827497d9ccd82012f0cf351c6fa2a278bd28bc73d6e03c1a9bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f08be6564d482066a8d29982f18de1fffa431a46ea5b58dcc53c55afb20c023",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-25T14:20:27Z",
    "title_canon_sha256": "bb7df34a68a1ab28fa80e305446d1f3481a3b3fdc99d942be7f19d38e0db6fbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18239",
    "kind": "arxiv",
    "version": 1
  }
}