Pith Number

pith:U7NNDAWE

pith:2026:U7NNDAWEXDWLIYT5P6DONNF7N5

not attested not anchored not stored refs pending

CoEvoT: Co-Evolving Chain-of-Thought Prompting for Graph-LLM Reasoning

Haohua Niu, Hong Cheng, Jie Tan, Junfeng Fang, Xingtong Yu, Xuanting Xie, Yang Liu, Yuan Fang, Zhongjian Zhang

arxiv:2607.14114 v1 · 2026-05-08 · 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{U7NNDAWEXDWLIYT5P6DONNF7N5}

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.

Receipt and verification

First computed	2026-07-17T00:20:52.684827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7dad182c4b8ecb4627d7f86e6b4bf6f77a6ce3b49aa51c345f0c1ba3527e0a7

Aliases

arxiv: 2607.14114 · arxiv_version: 2607.14114v1 · doi: 10.48550/arxiv.2607.14114 · pith_short_12: U7NNDAWEXDWL · pith_short_16: U7NNDAWEXDWLIYT5 · pith_short_8: U7NNDAWE

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/U7NNDAWEXDWLIYT5P6DONNF7N5 \
  | 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: a7dad182c4b8ecb4627d7f86e6b4bf6f77a6ce3b49aa51c345f0c1ba3527e0a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d07ffd835f6b587c09a9bcfcf239a070b6ff337cffeacca0ec0cdf2e14e4215",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-08T08:31:18Z",
    "title_canon_sha256": "c61dd7795edd487776037dee6ed37d561e17df5ebd3e7898862baa64280810cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14114",
    "kind": "arxiv",
    "version": 1
  }
}