Pith Number

pith:34FHKX42

pith:2024:34FHKX42YDQIVGLZGAH2Z6VLK3

not attested not anchored not stored refs pending

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Dongwei Jiang, Fangcong Yin, Greg Durrett, Juan Diego Rodriguez, Kyle Mahowald, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Zayne Sprague

arxiv:2409.12183 v3 · 2024-09-18 · cs.CL · 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{34FHKX42YDQIVGLZGAH2Z6VLK3}

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

13 papers in Pith

DB-3DME: From Dataset to Benchmark for Human-aligned Automatic 3D Mesh Evaluation

LoRi: Low-Rank Distillation for Implicit Reasoning

When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions

ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs

CrystalReasoner: Reasoning and RL for Property-Conditioned Crystal Structure Generation

Receipt and verification

First computed	2026-07-05T11:00:00.196109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df0a755f9ac0e08a9979300facfaab56e1f5a0dbac3ba95bb90ff66abfeecacc

Aliases

arxiv: 2409.12183 · arxiv_version: 2409.12183v3 · doi: 10.48550/arxiv.2409.12183 · pith_short_12: 34FHKX42YDQI · pith_short_16: 34FHKX42YDQIVGLZ · pith_short_8: 34FHKX42

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/34FHKX42YDQIVGLZGAH2Z6VLK3 \
  | 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: df0a755f9ac0e08a9979300facfaab56e1f5a0dbac3ba95bb90ff66abfeecacc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "580e915f36ab184649effba2cba322837a2d70a73347dda5746f240b73e9b7db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-18T17:55:00Z",
    "title_canon_sha256": "3694254e490b8480e54fe52674fb3a7c3c593ed75d33ad92cc59e9e1d08498f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12183",
    "kind": "arxiv",
    "version": 3
  }
}