Pith Number

pith:6YKENBEG

pith:2025:6YKENBEGVHHMMTT6UX3NFNHPQK

not attested not anchored not stored refs pending

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps

Chaozheng Wang, Huaijin Wang, Yalong Du

arxiv:2507.09135 v1 · 2025-07-12 · 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{6YKENBEGVHHMMTT6UX3NFNHPQK}

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	2026-07-05T11:36:04.243167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f614468486a9cec64e7ea5f6d2b4ef82bcf2fbf2182b93156b0104437345cd99

Aliases

arxiv: 2507.09135 · arxiv_version: 2507.09135v1 · doi: 10.48550/arxiv.2507.09135 · pith_short_12: 6YKENBEGVHHM · pith_short_16: 6YKENBEGVHHMMTT6 · pith_short_8: 6YKENBEG

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/6YKENBEGVHHMMTT6UX3NFNHPQK \
  | 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: f614468486a9cec64e7ea5f6d2b4ef82bcf2fbf2182b93156b0104437345cd99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14428cb839aae7473de8aeb1542be17ac4d66f14898419aa8ee70b1fe131ee52",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-12T04:32:15Z",
    "title_canon_sha256": "dc80524f82eafa85885437f17a2a77413a1404e74be5a528f1267f7ae30cb9af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09135",
    "kind": "arxiv",
    "version": 1
  }
}