Pith Number

pith:UDFCRWJ5

pith:2024:UDFCRWJ5EQHV6U7IRXDXPRP4NM

not attested not anchored not stored refs pending

LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models

Dong Jae Kim, Tse-Hsun Chen, Zeyang Ma

arxiv:2408.01585 v3 · 2024-08-02 · cs.SE · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDFCRWJ5EQHV6U7IRXDXPRP4NM}

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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

CelerLog: Fast Log Parsing via Dynamic Routing

Parser-Free Querying of Security Logs

OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models

KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction

Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs

Receipt and verification

First computed	2026-07-05T09:36:47.387894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0ca28d93d240f5f53e88dc777c5fc6b3a0d6b0942a828544d481b4552640c2d

Aliases

arxiv: 2408.01585 · arxiv_version: 2408.01585v3 · doi: 10.48550/arxiv.2408.01585 · pith_short_12: UDFCRWJ5EQHV · pith_short_16: UDFCRWJ5EQHV6U7I · pith_short_8: UDFCRWJ5

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/UDFCRWJ5EQHV6U7IRXDXPRP4NM \
  | 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: a0ca28d93d240f5f53e88dc777c5fc6b3a0d6b0942a828544d481b4552640c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc67d47f3f58ec58745781b919af79a2eb605d6f9be0cf6ad29752b8720c5f8c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-02T21:54:13Z",
    "title_canon_sha256": "6aabddfc918d04581a063f5b709d4170363bd1a7b2c93ce64e09db8efb381fe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01585",
    "kind": "arxiv",
    "version": 3
  }
}