Pith Number

pith:BR5F33EQ

pith:2024:BR5F33EQ6W6TE4TAGHH7SWMCYA

not attested not anchored not stored refs pending

Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging

Jie Zhang, Lu Yunhong, Shuangyong Song, Wei Zhang, Xianfu Cheng, Xiangyuan Guan, Zhenhe Wu, Zhoujun Li

arxiv:2402.18205 v5 · 2024-02-28 · cs.SE · 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{BR5F33EQ6W6TE4TAGHH7SWMCYA}

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

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis

Receipt and verification

First computed	2026-07-05T10:39:17.152403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c7a5dec90f5bd32726031cff95982c00a97338ec339080c93f34e7a14d840a0

Aliases

arxiv: 2402.18205 · arxiv_version: 2402.18205v5 · doi: 10.48550/arxiv.2402.18205 · pith_short_12: BR5F33EQ6W6T · pith_short_16: BR5F33EQ6W6TE4TA · pith_short_8: BR5F33EQ

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/BR5F33EQ6W6TE4TAGHH7SWMCYA \
  | 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: 0c7a5dec90f5bd32726031cff95982c00a97338ec339080c93f34e7a14d840a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a68617ec464fdc4aa76a9e1327d5f0e2a975bbfab32890d73ce0ada3fa643ef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-28T09:51:55Z",
    "title_canon_sha256": "36900dfda494a7d4e6eda0bf41491385eecab582d78a81517f0f44535f55aca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18205",
    "kind": "arxiv",
    "version": 5
  }
}