Pith Number

pith:ILJSF4KG

pith:2025:ILJSF4KGGFGEBPKRKCERO7OEA4

not attested not anchored not stored refs pending

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning

Libo Wang

arxiv:2502.10428 v4 · 2025-02-07 · cs.AI · 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{ILJSF4KGGFGEBPKRKCERO7OEA4}

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

1 paper in Pith

Evaluation of LLMs for mathematical problem solving

Receipt and verification

First computed	2026-07-05T10:44:42.960545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42d322f146314c40bd515089177dc4073ad5e6126ef7255742acc79532fc752b

Aliases

arxiv: 2502.10428 · arxiv_version: 2502.10428v4 · doi: 10.48550/arxiv.2502.10428 · pith_short_12: ILJSF4KGGFGE · pith_short_16: ILJSF4KGGFGEBPKR · pith_short_8: ILJSF4KG

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/ILJSF4KGGFGEBPKRKCERO7OEA4 \
  | 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: 42d322f146314c40bd515089177dc4073ad5e6126ef7255742acc79532fc752b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a9506897e0b7219ed2ee3c60e1a18e48e5311d0ae2d0ccd461292ae97b5b369",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-07T14:24:43Z",
    "title_canon_sha256": "f16b7af44e6a9e7a9b5ce84f2bbff7a2174f930f081deb6841933ff478895f2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10428",
    "kind": "arxiv",
    "version": 4
  }
}