Pith Number

pith:XAP436IX

pith:2024:XAP436IXTFEQY3QXK4Z5SS7SE6

not attested not anchored not stored refs pending

Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation

Cangyuan Li, Haobo Xu, Huawei Li, Kaiyan Chang, Kun Wang, Mengdi Wang, Shengwen Liang, Wenlong Zhu, Ying Wang, Yinhe Han, Yunhao Zhou, Zhirong Chen

arxiv:2407.08473 v1 · 2024-07-11 · cs.AR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XAP436IXTFEQY3QXK4Z5SS7SE6}

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

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs

Receipt and verification

First computed	2026-07-05T08:42:48.821483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b81fcdf91799490c6e175733d94bf22784286f66d5d079b9dc7a40760e7037a4

Aliases

arxiv: 2407.08473 · arxiv_version: 2407.08473v1 · doi: 10.48550/arxiv.2407.08473 · pith_short_12: XAP436IXTFEQ · pith_short_16: XAP436IXTFEQY3QX · pith_short_8: XAP436IX

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/XAP436IXTFEQY3QXK4Z5SS7SE6 \
  | 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: b81fcdf91799490c6e175733d94bf22784286f66d5d079b9dc7a40760e7037a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "873d907d2b529d3654e24360993ac2bcbb44749901b1509405866531f7ace372",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-07-11T13:10:09Z",
    "title_canon_sha256": "f8cb2d40eb9cbeed1acf4ba92ec44bcc9d636ae45a6b840a41c4c5291bb361e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08473",
    "kind": "arxiv",
    "version": 1
  }
}