Pith Number

pith:VFNU7LYQ

pith:2025:VFNU7LYQ3X2L4SCDJVZHRKUVCV

not attested not anchored not stored refs pending

GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?

Hans-Arno Jacobsen, Yaming Liu, Yifang Tian, Zichun Chong, Zihang Huang

arxiv:2508.12472 v1 · 2025-08-17 · 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{VFNU7LYQ3X2L4SCDJVZHRKUVCV}

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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

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

SREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios

Receipt and verification

First computed	2026-07-05T11:55:06.283049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a95b4faf10ddf4be48434d7278aa951554d9cc9706ecff98191ce3a3ce91ddc2

Aliases

arxiv: 2508.12472 · arxiv_version: 2508.12472v1 · doi: 10.48550/arxiv.2508.12472 · pith_short_12: VFNU7LYQ3X2L · pith_short_16: VFNU7LYQ3X2L4SCD · pith_short_8: VFNU7LYQ

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/VFNU7LYQ3X2L4SCDJVZHRKUVCV \
  | 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: a95b4faf10ddf4be48434d7278aa951554d9cc9706ecff98191ce3a3ce91ddc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da71c25ff662dd6ebeff470004d37ca61c6a46bf1485f0ae2e42cc7948bebea9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-17T19:12:05Z",
    "title_canon_sha256": "7a3dc5a0d12c9f3c3868986bc8412efa9cea50336e2997d8bc1d752eec9b5138"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12472",
    "kind": "arxiv",
    "version": 1
  }
}