Pith Number

pith:UTJBPBWR

pith:2021:UTJBPBWRJFC6RK7BXDPS6KQZUW

not attested not anchored not stored refs pending

LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model

Jina Kim, Pilsung Kang, Yukyung Lee

arxiv:2111.09564 v3 · 2021-11-18 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UTJBPBWRJFC6RK7BXDPS6KQZUW}

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	2026-07-05T06:33:39.340728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4d21786d14945e8abe1b8df2f2a19a590438c59492f188dce42f81a345e3c41

Aliases

arxiv: 2111.09564 · arxiv_version: 2111.09564v3 · doi: 10.48550/arxiv.2111.09564 · pith_short_12: UTJBPBWRJFC6 · pith_short_16: UTJBPBWRJFC6RK7B · pith_short_8: UTJBPBWR

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/UTJBPBWRJFC6RK7BXDPS6KQZUW \
  | 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: a4d21786d14945e8abe1b8df2f2a19a590438c59492f188dce42f81a345e3c41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9784541750a117ab777806800c99cc2e37795dd47467d264d6e3dd6493d15037",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-18T07:46:35Z",
    "title_canon_sha256": "08bcfa9bfdd516d1561ea9982d73aa056ff9220ba37326f7fb246bf98d078c54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09564",
    "kind": "arxiv",
    "version": 3
  }
}