Pith Number

pith:GAPBG2X5

pith:2024:GAPBG2X5XYMKS7OIA5SR4ARSAR

not attested not anchored not stored refs pending

GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model

Bo Chen, Evgeny Kharlamov, Fanjin Zhang, Jie Tang, Yanghui Rao, Yunhe Pang

arxiv:2412.03930 v2 · 2024-12-05 · cs.CL · 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{GAPBG2X5XYMKS7OIA5SR4ARSAR}

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	2026-07-05T11:49:48.521443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

301e136afdbe18a97dc807651e02320445b59de7742114903e1be0359812e376

Aliases

arxiv: 2412.03930 · arxiv_version: 2412.03930v2 · doi: 10.48550/arxiv.2412.03930 · pith_short_12: GAPBG2X5XYMK · pith_short_16: GAPBG2X5XYMKS7OI · pith_short_8: GAPBG2X5

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/GAPBG2X5XYMKS7OIA5SR4ARSAR \
  | 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: 301e136afdbe18a97dc807651e02320445b59de7742114903e1be0359812e376

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d16cb599083e1d02bb08107b3acb3189654729b712a62090040426ff1d8f8573",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-05T07:12:53Z",
    "title_canon_sha256": "3d589216fc2c53ee9ef234af70adf3d34bbf46cd6130b54423a257a4e3ed9cd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03930",
    "kind": "arxiv",
    "version": 2
  }
}