Pith Number

pith:QTGUNLSY

pith:2024:QTGUNLSYO3YVG75OLTSD7BHC4P

not attested not anchored not stored refs pending

Large Language Models have Intrinsic Self-Correction Ability

Amir Nassereldine, ChangJae Lee, Chenhui Xu, Dancheng Liu, Jiajie Li, Jinjun Xiong, Ruiyang Qin, Utkarsh Kumar, Yiyu Shi, Yuting Hu, Ziming Yang

arxiv:2406.15673 v2 · 2024-06-21 · 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{QTGUNLSYO3YVG75OLTSD7BHC4P}

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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

5 papers in Pith

Evidence-Supported Credit Risk Report Generation Using News-Centric Financial Knowledge Graphs

The Future of Facts: Tracing the Factual Generation-Verification Gap

Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards

The Illusion of Insight in Reasoning Models

How LLMs Detect and Correct Their Own Errors: The Role of Internal Confidence Signals

Receipt and verification

First computed	2026-07-05T09:53:02.417200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84cd46ae5876f1537fae5ce43f84e2e3edef4722efe1659b6ebd016fcd123f63

Aliases

arxiv: 2406.15673 · arxiv_version: 2406.15673v2 · doi: 10.48550/arxiv.2406.15673 · pith_short_12: QTGUNLSYO3YV · pith_short_16: QTGUNLSYO3YVG75O · pith_short_8: QTGUNLSY

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/QTGUNLSYO3YVG75OLTSD7BHC4P \
  | 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: 84cd46ae5876f1537fae5ce43f84e2e3edef4722efe1659b6ebd016fcd123f63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4875570eecad0fc80cdb8e7d103a0e4ac8f90d40cb918cde0e8633e4b7f72512",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-21T22:29:40Z",
    "title_canon_sha256": "af4d5fbc7d69ba28030a4f680a9403b00a3002a1b9aa3b34745fc48d79261ba7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15673",
    "kind": "arxiv",
    "version": 2
  }
}