Pith Number

pith:SXGX6MAC

pith:2024:SXGX6MACMOYECU72SLG2UWXVGN

not attested not anchored not stored refs pending

Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization

Biqing Qi, Bowen Zhou, Dong Li, Junqi Gao, Kaiyan Zhang, Yiang Luo, Zhouyi Qian

arxiv:2412.07779 v1 · 2024-11-24 · cs.NE · 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{SXGX6MACMOYECU72SLG2UWXVGN}

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

2 papers in Pith

BCL: Bayesian In-Context Learning Framework for Information Extraction

COEVO: Co-Evolutionary Framework for Joint Functional Correctness and PPA Optimization in LLM-Based RTL Generation

Receipt and verification

First computed	2026-07-05T09:47:38.836562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95cd7f300263b04153fa92cdaa5af5337b7bc00361c35635c6d413dfaf5cbd6f

Aliases

arxiv: 2412.07779 · arxiv_version: 2412.07779v1 · doi: 10.48550/arxiv.2412.07779 · pith_short_12: SXGX6MACMOYE · pith_short_16: SXGX6MACMOYECU72 · pith_short_8: SXGX6MAC

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/SXGX6MACMOYECU72SLG2UWXVGN \
  | 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: 95cd7f300263b04153fa92cdaa5af5337b7bc00361c35635c6d413dfaf5cbd6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11dd5464ea8ba0118f6c7fbfaed746d2a0b921b3a751fc8ebd86dd784b704bc7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-11-24T14:59:30Z",
    "title_canon_sha256": "8c66bf201bde8eb99fdbaeec4adf54bd5225d95fe395a5884faf9c60d0e29638"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07779",
    "kind": "arxiv",
    "version": 1
  }
}