Pith Number

pith:2IT7EJTS

pith:2025:2IT7EJTS4EBLGS4DUFF7SNRDHE

not attested not anchored not stored refs pending

Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?

Fei Gao, Ruyue Xin, Xiaocui Li, Yaqiang Zhang

arxiv:2501.02766 v2 · 2025-01-06 · 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{2IT7EJTS4EBLGS4DUFF7SNRDHE}

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	2026-07-05T10:27:22.890938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d227f22672e102b34b83a14bf9362339059c2aecbb6bd3e4f9b18d8414a1ede5

Aliases

arxiv: 2501.02766 · arxiv_version: 2501.02766v2 · doi: 10.48550/arxiv.2501.02766 · pith_short_12: 2IT7EJTS4EBL · pith_short_16: 2IT7EJTS4EBLGS4D · pith_short_8: 2IT7EJTS

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/2IT7EJTS4EBLGS4DUFF7SNRDHE \
  | 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: d227f22672e102b34b83a14bf9362339059c2aecbb6bd3e4f9b18d8414a1ede5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e163b5e51069aaa58301c5417c3a646ca90d0144327fad16e9ca6e7dda687a91",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-06T05:18:13Z",
    "title_canon_sha256": "b13f2b65cf124c4b5e81218f7c38766921ff9dbcd0837bcddb11dffa2dc3b8b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02766",
    "kind": "arxiv",
    "version": 2
  }
}