Pith Number

pith:4XZHADLH

pith:2026:4XZHADLHCZHRBQGCEELCOGFH23

not attested not anchored not stored refs pending

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition

Dianzhi Yu, Irwin King, Jiahong Liu, Jiaming Han, Jinhu Qi, Jiyue Jiang, Xiao Guo, Yanyu Chen, Yifei Zhang, Yu Li, Zheng Wu

arxiv:2605.24005 v1 · 2026-05-19 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4XZHADLHCZHRBQGCEELCOGFH23}

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	2026-05-26T01:02:40.635110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5f2700d67164f10c0c221162718a7d6fc7c65da9349ff62422a68d178183344

Aliases

arxiv: 2605.24005 · arxiv_version: 2605.24005v1 · doi: 10.48550/arxiv.2605.24005 · pith_short_12: 4XZHADLHCZHR · pith_short_16: 4XZHADLHCZHRBQGC · pith_short_8: 4XZHADLH

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/4XZHADLHCZHRBQGCEELCOGFH23 \
  | 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: e5f2700d67164f10c0c221162718a7d6fc7c65da9349ff62422a68d178183344

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bb90e0aea19b5a62ce370c657e0a66bed4a3504de979449eb1a06d9e361b8f0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-19T07:27:50Z",
    "title_canon_sha256": "d38da409268f380d13ea2d02a7c77625c0730876f30ab5b1fd157b56a837d297"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24005",
    "kind": "arxiv",
    "version": 1
  }
}