Pith Number

pith:R2UXQJNU

pith:2026:R2UXQJNUZJTU7L2GA75VE52SIA

not attested not anchored not stored refs pending

A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis

Changhua Pei, Dan Pei, Fang Situ, Guiyang Liu, Haibin Liu, Kanglin Yin, Shenglin Zhang, Xiaohui Nie, Xidao Wen, Yongqian Sun, Yuanhong Cai

arxiv:2606.29193 v1 · 2026-06-28 · 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{R2UXQJNUZJTU7L2GA75VE52SIA}

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	2026-06-30T01:17:56.682553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ea97825b4ca674faf4607fb52775240319d16f1305dfde6d75c5d6ce123a9ca

Aliases

arxiv: 2606.29193 · arxiv_version: 2606.29193v1 · doi: 10.48550/arxiv.2606.29193 · pith_short_12: R2UXQJNUZJTU · pith_short_16: R2UXQJNUZJTU7L2G · pith_short_8: R2UXQJNU

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/R2UXQJNUZJTU7L2GA75VE52SIA \
  | 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: 8ea97825b4ca674faf4607fb52775240319d16f1305dfde6d75c5d6ce123a9ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "729909651ac631e0b635dd6621062a7da82b80805123452f3032a75cd1a991d7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-28T04:38:05Z",
    "title_canon_sha256": "85b183608bf6968122d267ac42d315f1994c9c4eaf6a0285b352615dba6a007b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29193",
    "kind": "arxiv",
    "version": 1
  }
}