Pith Number

pith:EEYZ2HN7

pith:2025:EEYZ2HN7XOUBHR6HWLOJCMZWGG

not attested not anchored not stored refs pending

RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration

Alicia Russell-Gilbert, Joseph Jabour, Joshua Church, Maria Seale, Shahram Rahimi, Sudip Mittal, Thomas Arnold

arxiv:2503.02800 v3 · 2025-03-04 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EEYZ2HN7XOUBHR6HWLOJCMZWGG}

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.

Receipt and verification

First computed	2026-07-05T10:28:37.939496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21319d1dbfbba813c7c7b2dc9133363191fee32d9fa321b9010330359b66dcab

Aliases

arxiv: 2503.02800 · arxiv_version: 2503.02800v3 · doi: 10.48550/arxiv.2503.02800 · pith_short_12: EEYZ2HN7XOUB · pith_short_16: EEYZ2HN7XOUBHR6H · pith_short_8: EEYZ2HN7

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/EEYZ2HN7XOUBHR6HWLOJCMZWGG \
  | 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: 21319d1dbfbba813c7c7b2dc9133363191fee32d9fa321b9010330359b66dcab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef770161718a10277957237a3dfb707bf076a160d1d4db405ebcb89bdfc98862",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-04T17:20:43Z",
    "title_canon_sha256": "9067594a64f938b7df738abfe8bc2b4ec0df2238f6f3c26c714b4ec736299a85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02800",
    "kind": "arxiv",
    "version": 3
  }
}