Pith Number

pith:HGZOYFNP

pith:2024:HGZOYFNPREL3AOECDOGR3EV76K

not attested not anchored not stored refs pending

Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning

Akshara Prabhakar, R. Thomas McCoy, Thomas L. Griffiths

arxiv:2407.01687 v2 · 2024-07-01 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGZOYFNPREL3AOECDOGR3EV76K}

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

Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models

Receipt and verification

First computed	2026-07-05T09:15:34.560908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39b2ec15af8917b038821b8d1d92bff29c7d57bca92176567c075a4f24c080f4

Aliases

arxiv: 2407.01687 · arxiv_version: 2407.01687v2 · doi: 10.48550/arxiv.2407.01687 · pith_short_12: HGZOYFNPREL3 · pith_short_16: HGZOYFNPREL3AOEC · pith_short_8: HGZOYFNP

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/HGZOYFNPREL3AOECDOGR3EV76K \
  | 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: 39b2ec15af8917b038821b8d1d92bff29c7d57bca92176567c075a4f24c080f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "361f497c083c6ae31cf0be46fa16568e858f2e4969a05851744bd3cb984014d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-01T18:01:07Z",
    "title_canon_sha256": "3de3d2b924db54292740857a6011b9873f6e0bad891aaf75c65cb01acc1436c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01687",
    "kind": "arxiv",
    "version": 2
  }
}