Pith Number

pith:LNGG3O4P

pith:2024:LNGG3O4PDFAMQGZMRLCAH32FGJ

not attested not anchored not stored refs pending

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Fei Huang, Huajun Chen, Jia-Chen Gu, Mengru Wang, Ningyu Zhang, Pengjun Xie, Peng Wang, Shumin Deng, Shuofei Qiao, Xiang Chen, Yong Jiang, Yunzhi Yao, Ziwen Xu

arxiv:2407.15017 v4 · 2024-07-22 · cs.CL · cs.AI · cs.CV · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNGG3O4PDFAMQGZMRLCAH32FGJ}

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

2 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Diffusion-CAM: Faithful Visual Explanations for dMLLMs

Receipt and verification

First computed	2026-07-05T09:44:13.311051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b4c6dbb8f1940c81b2c8ac403ef45325e950a699ec0777ee92b26eeeab39305

Aliases

arxiv: 2407.15017 · arxiv_version: 2407.15017v4 · doi: 10.48550/arxiv.2407.15017 · pith_short_12: LNGG3O4PDFAM · pith_short_16: LNGG3O4PDFAMQGZM · pith_short_8: LNGG3O4P

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/LNGG3O4PDFAMQGZMRLCAH32FGJ \
  | 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: 5b4c6dbb8f1940c81b2c8ac403ef45325e950a699ec0777ee92b26eeeab39305

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a343c393bf5bed0a2b2991b9c380bda215ea4cb957f589f9ccb8a0ae8e43355",
    "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": "2024-07-22T06:15:59Z",
    "title_canon_sha256": "c3f529877910ce5f0ddcc066a66683d80ab58e78f49f75024a41818de740aa11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15017",
    "kind": "arxiv",
    "version": 4
  }
}