Pith Number

pith:MXARD2LT

pith:2025:MXARD2LTURTYESONKULWPCHBKF

not attested not anchored not stored refs pending

Strengthening Programming Comprehension in Large Language Models through Code Generation

Lingxiao Jiang, Qiang Hu, Wei Ma, Xiaoning Ren, Yan Li, Yao Zhang, Yinxing Xue

arxiv:2508.12620 v1 · 2025-08-18 · cs.SE · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MXARD2LTURTYESONKULWPCHBKF}

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	2026-07-05T11:55:24.316609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c111e973a4678249cd55176788e15153e465bcb700a4447d5f3c6b4b2dd2fe

Aliases

arxiv: 2508.12620 · arxiv_version: 2508.12620v1 · doi: 10.48550/arxiv.2508.12620 · pith_short_12: MXARD2LTURTY · pith_short_16: MXARD2LTURTYESON · pith_short_8: MXARD2LT

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/MXARD2LTURTYESONKULWPCHBKF \
  | 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: 65c111e973a4678249cd55176788e15153e465bcb700a4447d5f3c6b4b2dd2fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f9b276fec0bd3604fb405782bfe332a9e948d31fde2a34de39103dd0fa323fa",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-18T04:33:03Z",
    "title_canon_sha256": "1e8dff1ff4e68595094e833c0e532fada31ddb83b677007b5b07214bea143d36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12620",
    "kind": "arxiv",
    "version": 1
  }
}