Pith Number

pith:ELG3LBCX

pith:2025:ELG3LBCXP2TT6K2M4BMQYEUKGU

not attested not anchored not stored refs pending

Evolving Deeper LLM Thinking

Dale Schuurmans, Dave Marwood, Ian Fischer, Kuang-Huei Lee, Shumeet Baluja, Xinyun Chen, Yueh-Hua Wu

arxiv:2501.09891 v1 · 2025-01-17 · 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{ELG3LBCXP2TT6K2M4BMQYEUKGU}

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

10 papers in Pith

REVES: REvision and VErification--Augmented Training for Test-Time Scaling

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents

ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling

Cognitive Alpha Mining via LLM-Driven Code-Based Evolution

Receipt and verification

First computed	2026-07-05T10:02:13.037569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22cdb584577ea73f2b4ce0590c128a3523836f14bad730d876abe143c950612c

Aliases

arxiv: 2501.09891 · arxiv_version: 2501.09891v1 · doi: 10.48550/arxiv.2501.09891 · pith_short_12: ELG3LBCXP2TT · pith_short_16: ELG3LBCXP2TT6K2M · pith_short_8: ELG3LBCX

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/ELG3LBCXP2TT6K2M4BMQYEUKGU \
  | 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: 22cdb584577ea73f2b4ce0590c128a3523836f14bad730d876abe143c950612c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1edad2ae69becd8fc808e567d62e1a2f020e6cd5bc9d298c272b9baecf690696",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-17T00:41:44Z",
    "title_canon_sha256": "1ba0695143f2afa1d7af86085621b0caa61eecb53a70502856ac9121f4f9b8cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09891",
    "kind": "arxiv",
    "version": 1
  }
}