Pith Number

pith:N22VTQJP

pith:2023:N22VTQJPGT4AU62DO6SDN5F4OT

not attested not anchored not stored refs pending

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation

Egil Karlsen, Malcolm Heywood, Nur Zincir-Heywood, Xiao Luo

arxiv:2311.14519 v1 · 2023-11-24 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N22VTQJPGT4AU62DO6SDN5F4OT}

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

1 paper in Pith

Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage

Receipt and verification

First computed	2026-07-05T07:16:19.689930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eb559c12f34f80a7b4377a436f4bc74da3ad8014b1e284e707e41f3c48062a4

Aliases

arxiv: 2311.14519 · arxiv_version: 2311.14519v1 · doi: 10.48550/arxiv.2311.14519 · pith_short_12: N22VTQJPGT4A · pith_short_16: N22VTQJPGT4AU62D · pith_short_8: N22VTQJP

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/N22VTQJPGT4AU62DO6SDN5F4OT \
  | 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: 6eb559c12f34f80a7b4377a436f4bc74da3ad8014b1e284e707e41f3c48062a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c0fc4aeb853dfd28670f734757bc904dd55dd0084257875e7454d03bd3d3307",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-11-24T14:46:14Z",
    "title_canon_sha256": "a064a98d62d938ef9f75c61c5b5ce38f7cde0ba7354361df307450eac466c9a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14519",
    "kind": "arxiv",
    "version": 1
  }
}