Pith Number

pith:LAW2RYR3

pith:2024:LAW2RYR3RJK3AYIHYTHRXK2RJS

not attested not anchored not stored refs pending

A Comprehensive Study of Knowledge Editing for Large Language Models

Bozhong Tian, Fei Huang, Huajun Chen, Jia-Chen Gu, Jintian Zhang, Jun Zhou, Lei Liang, Mengru Wang, Ningyu Zhang, Pengjun Xie, Peng Wang, Shengyu Mao, Shumin Deng, Siyuan Cheng, Xiaowei Zhu, Xin Xu, Yong Jiang, Yuansheng Ni, Yunzhi Yao, Zekun Xi, Zhiqiang Zhang, Ziwen Xu

arxiv:2401.01286 v5 · 2024-01-02 · cs.CL · cs.AI · cs.CV · cs.HC · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LAW2RYR3RJK3AYIHYTHRXK2RJS}

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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

31 papers in Pith

Exposing the Illusion of Erasure in Knowledge Editing for LLMs

LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing

Mitigating Package Hallucinations in Large Language Models via Model Editing

Benchmarking Knowledge Editing using Logical Rules

Receipt and verification

First computed	2026-07-05T09:36:09.180669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

582da8e23b8a55b06107c4cf1bab514c9d2ded3c7c0e424fb44ea9e117640117

Aliases

arxiv: 2401.01286 · arxiv_version: 2401.01286v5 · doi: 10.48550/arxiv.2401.01286 · pith_short_12: LAW2RYR3RJK3 · pith_short_16: LAW2RYR3RJK3AYIH · pith_short_8: LAW2RYR3

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/LAW2RYR3RJK3AYIHYTHRXK2RJS \
  | 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: 582da8e23b8a55b06107c4cf1bab514c9d2ded3c7c0e424fb44ea9e117640117

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a287861bbb05885e9e6fd80f03e7b745ac8a758ceb4d478084123a3d1e281a19",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-02T16:54:58Z",
    "title_canon_sha256": "fb33ead6d724676e3be6275acbf3828d8c33f7f73ef9d874adb446ec99159475"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01286",
    "kind": "arxiv",
    "version": 5
  }
}