Pith Number

pith:6GW4G3A3

pith:2026:6GW4G3A3W5C6KVG752ZT3PYWDF

not attested not anchored not stored refs pending

CyberCorrect: A Cybernetic Framework for Closed-Loop Self-Correction in Large Language Models

Yang Shu, Yingmin Liu, Yuning Wu

arxiv:2605.17305 v1 · 2026-05-17 · 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{6GW4G3A3W5C6KVG752ZT3PYWDF}

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	2026-05-20T00:03:51.265540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1adc36c1bb745e554dfeeb33dbf1619619ca9534ff4065a061bc2ba98813a0a

Aliases

arxiv: 2605.17305 · arxiv_version: 2605.17305v1 · doi: 10.48550/arxiv.2605.17305 · pith_short_12: 6GW4G3A3W5C6 · pith_short_16: 6GW4G3A3W5C6KVG7 · pith_short_8: 6GW4G3A3

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/6GW4G3A3W5C6KVG752ZT3PYWDF \
  | 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: f1adc36c1bb745e554dfeeb33dbf1619619ca9534ff4065a061bc2ba98813a0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "513ee7da49c8c4e9747bf5eeda8ed09f73519ea52ecf8209cb89b5e0b7c6e01c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-17T07:47:34Z",
    "title_canon_sha256": "962c9c9dcaaefdd441ab29d49a8c6f5c98c5f0ef0089366f49946d14d3eeacf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17305",
    "kind": "arxiv",
    "version": 1
  }
}