Pith Number

pith:WS5ERANF

pith:2025:WS5ERANF7OOXYYQ42G7S3UVHIC

not attested not anchored not stored refs pending

Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought

Chiming Duan, Kangjin Wang, Lingzhe Zhang, Minghua He, Tong Jia, Weijie Hong, Ying Li

arxiv:2508.20370 v1 · 2025-08-28 · cs.SE · 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{WS5ERANF7OOXYYQ42G7S3UVHIC}

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.

Cited by

10 papers in Pith

Anomaly Detection and Root Cause Analysis for Microservice Systems

Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis

TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery

Receipt and verification

First computed	2026-07-05T12:00:35.432280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4ba4881a5fb9d7c621cd1bf2dd2a740bc56aca264997ab3115bc5a37a1648e5

Aliases

arxiv: 2508.20370 · arxiv_version: 2508.20370v1 · doi: 10.48550/arxiv.2508.20370 · pith_short_12: WS5ERANF7OOX · pith_short_16: WS5ERANF7OOXYYQ4 · pith_short_8: WS5ERANF

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/WS5ERANF7OOXYYQ42G7S3UVHIC \
  | 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: b4ba4881a5fb9d7c621cd1bf2dd2a740bc56aca264997ab3115bc5a37a1648e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "550bcb4fbec46b8216fc6494cf09908b11636647acda0148ece16acf3cb98c5d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-28T02:34:19Z",
    "title_canon_sha256": "ff53629cb517d26c2859d7b4f5d09a5060e417df7c765d9e0eed1334ca0b00bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20370",
    "kind": "arxiv",
    "version": 1
  }
}