Pith Number

pith:RUIKS42U

pith:2024:RUIKS42UI223ZTV7C24RSMXLSB

not attested not anchored not stored refs pending

Execution-Based Evaluation of Natural Language to Bash and PowerShell for Incident Remediation

Brent Paulovicks, Ngoc Phuoc An Vo, Vadim Sheinin

arxiv:2405.06807 v2 · 2024-05-10 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RUIKS42UI223ZTV7C24RSMXLSB}

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

1 paper in Pith

LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation

Receipt and verification

First computed	2026-07-05T09:50:02.429777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d10a9735446b5bccebf16b91932eb907caf58006148756fb6162803049a3abc

Aliases

arxiv: 2405.06807 · arxiv_version: 2405.06807v2 · doi: 10.48550/arxiv.2405.06807 · pith_short_12: RUIKS42UI223 · pith_short_16: RUIKS42UI223ZTV7 · pith_short_8: RUIKS42U

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/RUIKS42UI223ZTV7C24RSMXLSB \
  | 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: 8d10a9735446b5bccebf16b91932eb907caf58006148756fb6162803049a3abc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbebb174459d8780e73a14fe6073a7634af65ebf2f2e221e1a3392703d86e953",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-10T20:45:34Z",
    "title_canon_sha256": "f1ddf483604234fa54edfcbab3dad992d44998a4e6356dbd400f1ba0031c6651"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06807",
    "kind": "arxiv",
    "version": 2
  }
}