Pith Number

pith:CWGBTCX5

pith:2023:CWGBTCX5VPVVKCYFFIL34CLUZC

not attested not anchored not stored refs pending

Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

Chetan Bansal, Saravan Rajmohan, Supriyo Ghosh, Thomas Zimmermann, Toufique Ahmed, Xuchao Zhang

arxiv:2301.03797 v2 · 2023-01-10 · cs.SE · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CWGBTCX5VPVVKCYFFIL34CLUZC}

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	2026-07-05T05:40:10.772002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

158c198afdabeb550b052a17be0974c8ba3a956edfe6690fd198c42e17228040

Aliases

arxiv: 2301.03797 · arxiv_version: 2301.03797v2 · doi: 10.48550/arxiv.2301.03797 · pith_short_12: CWGBTCX5VPVV · pith_short_16: CWGBTCX5VPVVKCYF · pith_short_8: CWGBTCX5

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/CWGBTCX5VPVVKCYFFIL34CLUZC \
  | 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: 158c198afdabeb550b052a17be0974c8ba3a956edfe6690fd198c42e17228040

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5551d82ce39d9a3aed047f0773c2511e96d78735f06cec8416d9ee9e5bedf06",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-01-10T05:41:40Z",
    "title_canon_sha256": "5974187321c2caf5f75859044dcdf87fc3a8a2255714e968980b8cda83ab5ffd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.03797",
    "kind": "arxiv",
    "version": 2
  }
}