Pith Number

pith:7H37TQIL

pith:2025:7H37TQILEOF75GQLWV27577LHE

not attested not anchored not stored refs pending

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Baris Kasikci, Jonathan Mace, Peng Cheng, Yifan Xiong, Yigong Hu, Yile Gu, Yuting Jiang

arxiv:2501.14170 v1 · 2025-01-24 · cs.LG · cs.DC · cs.MA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7H37TQILEOF75GQLWV27577LHE}

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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

3 papers in Pith

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence

From Time Series Analysis to Question Answering: A Survey in the LLM Era

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

Receipt and verification

First computed	2026-07-05T10:04:46.602473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9f7f9c10b238bfe9a0bb575feffeb3938438ba8beffad0c06d2706f2aa77943

Aliases

arxiv: 2501.14170 · arxiv_version: 2501.14170v1 · doi: 10.48550/arxiv.2501.14170 · pith_short_12: 7H37TQILEOF7 · pith_short_16: 7H37TQILEOF75GQL · pith_short_8: 7H37TQIL

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/7H37TQILEOF75GQLWV27577LHE \
  | 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: f9f7f9c10b238bfe9a0bb575feffeb3938438ba8beffad0c06d2706f2aa77943

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b61f8e01f1e28c654c51f53c83c1ef252e0158751f7f239de5fcc494d2ed120f",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T01:38:37Z",
    "title_canon_sha256": "ade675bd046f7d506dadcb498c873ea54ad43b70d740e0a59fde7b78434840c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14170",
    "kind": "arxiv",
    "version": 1
  }
}