Pith Number

pith:L2SRVWLM

pith:2023:L2SRVWLMBN2B356PY2EQORS7AF

not attested not anchored not stored refs pending

NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation

Douglas C. Schmidt, Jules White, Marco Georgaklis, Quchen Fu, Zhongwei Teng

arxiv:2302.07845 v3 · 2023-02-15 · cs.CL · cs.AI · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L2SRVWLMBN2B356PY2EQORS7AF}

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

BashCoder-R1: Towards Robust and Explainable Bash Code Generation with Robustness-Aware Group Relative Policy Optimization

Receipt and verification

First computed	2026-07-05T06:21:59.767491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ea51ad96c0b741df7cfc68907465f0143230555ad13017fe6b6e7b7bbb0ed73

Aliases

arxiv: 2302.07845 · arxiv_version: 2302.07845v3 · doi: 10.48550/arxiv.2302.07845 · pith_short_12: L2SRVWLMBN2B · pith_short_16: L2SRVWLMBN2B356P · pith_short_8: L2SRVWLM

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/L2SRVWLMBN2B356PY2EQORS7AF \
  | 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: 5ea51ad96c0b741df7cfc68907465f0143230555ad13017fe6b6e7b7bbb0ed73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b9489cd9f13e095d89c08e7c8c40bc6ba1cacae2703dfbf1a0ccb01d7ba0620",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-15T18:31:36Z",
    "title_canon_sha256": "9af8f9351b2195b0a34071f624811dfbdb898dfc6332aa7927c4b2590149505f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07845",
    "kind": "arxiv",
    "version": 3
  }
}