Pith Number

pith:MVWG4TL7

pith:2023:MVWG4TL7UMYSOYCSH2GYYWIDJZ

not attested not anchored not stored refs pending

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models

Hai Zhao, Yao Yao, Zuchao Li

arxiv:2305.16582 v2 · 2023-05-26 · 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{MVWG4TL7UMYSOYCSH2GYYWIDJZ}

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

9 papers in Pith

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis

Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

From System 1 to System 2: A Survey of Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T07:59:50.796841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

656c6e4d7fa3312760523e8d8c59034e4123f4a2a8c7d04b213cca76c168703a

Aliases

arxiv: 2305.16582 · arxiv_version: 2305.16582v2 · doi: 10.48550/arxiv.2305.16582 · pith_short_12: MVWG4TL7UMYS · pith_short_16: MVWG4TL7UMYSOYCS · pith_short_8: MVWG4TL7

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/MVWG4TL7UMYSOYCSH2GYYWIDJZ \
  | 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: 656c6e4d7fa3312760523e8d8c59034e4123f4a2a8c7d04b213cca76c168703a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7eaed72bf46e7be4360dd94d48fd02bfec5ac68e562fe78ecf20740b2ea95a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-26T02:15:09Z",
    "title_canon_sha256": "a1151c8298b561534f24e2c6eeaaf262e216bff80a58650e019d7a9ca60f2ea8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16582",
    "kind": "arxiv",
    "version": 2
  }
}