Pith Number

pith:OU6HB4VL

pith:2026:OU6HB4VLHVTHHSX3MF3ENOVB4M

not attested not anchored not stored refs pending

Detect by Yourself: Self-Designing Agentic Workflows for Few-Shot Graph Anomaly Detection

Changlong He, Qiang Chen, Tairan Huang, Xiu Su, Yi Chen, Yili Wang, Yueyue Ma

arxiv:2605.27470 v1 · 2026-05-26 · cs.LG · 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{OU6HB4VLHVTHHSX3MF3ENOVB4M}

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	2026-05-28T00:05:20.264282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

753c70f2ab3d6673cafb617646baa1e33fa6e99b574c3e34fdd5de88492bd055

Aliases

arxiv: 2605.27470 · arxiv_version: 2605.27470v1 · doi: 10.48550/arxiv.2605.27470 · pith_short_12: OU6HB4VLHVTH · pith_short_16: OU6HB4VLHVTHHSX3 · pith_short_8: OU6HB4VL

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/OU6HB4VLHVTHHSX3MF3ENOVB4M \
  | 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: 753c70f2ab3d6673cafb617646baa1e33fa6e99b574c3e34fdd5de88492bd055

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2afd742da1a3960967ea82f579ef572432ce747a5c527b31fa8caf3f89193551",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T09:16:34Z",
    "title_canon_sha256": "b4f6d621bef64de73cdebf0c9d8b740e16c93cde6bc67d3bc742133db46cdc0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27470",
    "kind": "arxiv",
    "version": 1
  }
}