Pith Number

pith:NUV23PZS

pith:2024:NUV23PZS7FAMRAURQ4X475NZTP

not attested not anchored not stored refs pending

Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents

Dongxia Wang, Gengyun Peng, Jingyi Wang, Peiyu Liu, Qiang Liu, Ruinan Zeng, Wenhai Wang, Zihan Liu

arxiv:2410.14209 v2 · 2024-10-18 · 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{NUV23PZS7FAMRAURQ4X475NZTP}

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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

2 papers in Pith

When control meets large language models: From words to dynamics

Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges

Receipt and verification

First computed	2026-07-05T09:54:05.198642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d2badbf32f940c88291872fcff5b99bf1fcee87d030fad7fc5b5f7670c57c33

Aliases

arxiv: 2410.14209 · arxiv_version: 2410.14209v2 · doi: 10.48550/arxiv.2410.14209 · pith_short_12: NUV23PZS7FAM · pith_short_16: NUV23PZS7FAMRAUR · pith_short_8: NUV23PZS

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/NUV23PZS7FAMRAURQ4X475NZTP \
  | 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: 6d2badbf32f940c88291872fcff5b99bf1fcee87d030fad7fc5b5f7670c57c33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5811a41238079e1bb12d1e21366b4a22171304f702b2b238cc4a3d3f9fc13216",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-18T06:51:13Z",
    "title_canon_sha256": "55f5d614cd4146c6e5414d762c1490a998d3e727ceb5b5b37bb0f889563ffc2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14209",
    "kind": "arxiv",
    "version": 2
  }
}