Pith Number

pith:OYRH24A5

pith:2025:OYRH24A57R5OTOCDIBAD3CPXIO

not attested not anchored not stored refs pending

AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection

Chanjuan Song, Cheng cheng, Jiahang Wang, Junjun Liu, Tiankai Yang, Wingchun Siu, Xiyang Hu, Yue Zhao, Zhuangzhuang Qian

arxiv:2505.12594 v1 · 2025-05-19 · cs.CL · cs.AI

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

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\usepackage{pith}
\pithnumber{OYRH24A57R5OTOCDIBAD3CPXIO}

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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

Distributed Hierarchical Temporal Memory with Shared Associative Memory for Cross-Entity Preemptive Warning

Integrating Anomaly Detection into Agentic AI for Proactive Risk Management in Human Activity

Receipt and verification

First computed	2026-07-05T11:05:06.617271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76227d701dfc7ae9b84340403d89f743bd7a88e122caff43f0666b9af3da3b01

Aliases

arxiv: 2505.12594 · arxiv_version: 2505.12594v1 · doi: 10.48550/arxiv.2505.12594 · pith_short_12: OYRH24A57R5O · pith_short_16: OYRH24A57R5OTOCD · pith_short_8: OYRH24A5

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/OYRH24A57R5OTOCDIBAD3CPXIO \
  | 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: 76227d701dfc7ae9b84340403d89f743bd7a88e122caff43f0666b9af3da3b01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "faf791f7ac6118b39b2498a8894c1f0c03ef3e452ad870dcdcf67a2a2daa5d85",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-19T01:14:57Z",
    "title_canon_sha256": "f5e5d48c6ee8d509724b1fcafdc560617ebd7700ff87aee7206b2591d02b9522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12594",
    "kind": "arxiv",
    "version": 1
  }
}