Pith Number

pith:2CN4MVHQ

pith:2024:2CN4MVHQDDP3VTCQV5DMB5YKEH

not attested not anchored not stored refs pending

Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought

(2) Shanghai University of Engineering Science, (3) Fudan University), Chao Qu (1), Ltd., Wei Chu (1), Weidi Xu (1), Xiaoyu Tan (1), Xihe Qiu (2), Yinghui Xu (3), Yongxin Deng (2), Yuan Qi (3) ((1) INF Technology (Shanghai) Co.

arxiv:2407.14562 v2 · 2024-07-18 · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2CN4MVHQDDP3VTCQV5DMB5YKEH}

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Record completeness

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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

VADAOrchestra: Neurosymbolic Orchestration of Adaptive Reasoning Workflows

PrologMCP: A Standardized Prolog Tool Interface for LLM Agents

Training Language Models to Use Prolog as a Tool

Receipt and verification

First computed	2026-07-05T08:54:15.941394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d09bc654f018dfbacc50af46c0f70a21c226e0d56de7dc0cf57047294ac4044b

Aliases

arxiv: 2407.14562 · arxiv_version: 2407.14562v2 · doi: 10.48550/arxiv.2407.14562 · pith_short_12: 2CN4MVHQDDP3 · pith_short_16: 2CN4MVHQDDP3VTCQ · pith_short_8: 2CN4MVHQ

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/2CN4MVHQDDP3VTCQV5DMB5YKEH \
  | 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: d09bc654f018dfbacc50af46c0f70a21c226e0d56de7dc0cf57047294ac4044b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5489c08ef3bb30293deab29080ec9d388746ae1a2cd80b1b356a9faa8645fdb8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-18T18:52:10Z",
    "title_canon_sha256": "618628a2ce5212fd0d15449bbe91a3cdf1fb9a9ed5220c29145d3c7e504dc9cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14562",
    "kind": "arxiv",
    "version": 2
  }
}