Pith Number

pith:2GKZM2IK

pith:2024:2GKZM2IKLAFGHN2N2AWNJUFD2Z

not attested not anchored not stored refs pending

When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs

Jiawei Han, Nan Zhang, Rui Zhang, Ryo Kamoi, Yusen Zhang

arxiv:2406.01297 v3 · 2024-06-03 · 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{2GKZM2IKLAFGHN2N2AWNJUFD2Z}

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

3 papers in Pith

Self-Preference Is Weak or Absent in Verifiable Instruction-Following Revision: A Four-Model Test Under Genuine Authorship

Training Language Models to Self-Correct via Reinforcement Learning

FVRuleLearner: Operator-Level Reasoning Tree (Op-Tree)-Based Rules Learning for Formal Verification

Receipt and verification

First computed	2026-07-05T09:44:09.854507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d19596690a580a63b74dd02cd4d0a3d65ee3469a200ba579fd4d3e5f56893cf4

Aliases

arxiv: 2406.01297 · arxiv_version: 2406.01297v3 · doi: 10.48550/arxiv.2406.01297 · pith_short_12: 2GKZM2IKLAFG · pith_short_16: 2GKZM2IKLAFGHN2N · pith_short_8: 2GKZM2IK

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/2GKZM2IKLAFGHN2N2AWNJUFD2Z \
  | 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: d19596690a580a63b74dd02cd4d0a3d65ee3469a200ba579fd4d3e5f56893cf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "918ae6ec939b3884fb9b35912add4424855270b692ed5770df000cac903606d5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T13:05:46Z",
    "title_canon_sha256": "152c5ca38d750e5d1e406356291ab086ce700368e4d721a092e56c2546cb9b13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01297",
    "kind": "arxiv",
    "version": 3
  }
}