Pith Number

pith:CXNZIAKM

pith:2023:CXNZIAKMYLAEIOEKUEW5KAAGUI

not attested not anchored not stored refs pending

Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model

Akhilesh Kumar, Chao Wang, Haiyang He, Jyh-Shing Roger Jang, Muhammad Zakir, Norman Chang, Rucha Apte, Wenliang Zhang, Yu-Chen Lin

arxiv:2311.16267 v2 · 2023-11-27 · 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{CXNZIAKMYLAEIOEKUEW5KAAGUI}

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	2026-07-05T07:38:53.324824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15db94014cc2c044388aa12dd50006a22335ab102f5c8e4502d040ba815dc684

Aliases

arxiv: 2311.16267 · arxiv_version: 2311.16267v2 · doi: 10.48550/arxiv.2311.16267 · pith_short_12: CXNZIAKMYLAE · pith_short_16: CXNZIAKMYLAEIOEK · pith_short_8: CXNZIAKM

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/CXNZIAKMYLAEIOEKUEW5KAAGUI \
  | 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: 15db94014cc2c044388aa12dd50006a22335ab102f5c8e4502d040ba815dc684

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cad866895f0ec2ff36548eb1b983eb27fac6f5f62e7019094c7d41c5a2ba7741",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-27T19:17:39Z",
    "title_canon_sha256": "8161039050f7f489c18be31ee84e3182c1fda3a078805697967ed246ea6d29a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.16267",
    "kind": "arxiv",
    "version": 2
  }
}