Pith Number

pith:IX6GIA3C

pith:2024:IX6GIA3CV2MKEJ7GCS6WCOVHMA

not attested not anchored not stored refs pending

Large Language Model for Verilog Generation with Code-Structure-Guided Reinforcement Learning

Bingkun Yao, Jie Zhou, Nan Guan, Ning Wang, Xi Wang, Zhe Jiang

arxiv:2407.18271 v4 · 2024-07-21 · 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{IX6GIA3CV2MKEJ7GCS6WCOVHMA}

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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

ORFS-agent: Tool-Using Agents for Chip Design Optimization

ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis

Receipt and verification

First computed	2026-07-05T10:51:24.223435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45fc640362ae98a227e614bd613aa7600f3f1eed98920f8dd80c0b0922640cfb

Aliases

arxiv: 2407.18271 · arxiv_version: 2407.18271v4 · doi: 10.48550/arxiv.2407.18271 · pith_short_12: IX6GIA3CV2MK · pith_short_16: IX6GIA3CV2MKEJ7G · pith_short_8: IX6GIA3C

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/IX6GIA3CV2MKEJ7GCS6WCOVHMA \
  | 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: 45fc640362ae98a227e614bd613aa7600f3f1eed98920f8dd80c0b0922640cfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e556de4f3ba2b78d671b53ccf243dd61bb4a7f62a73cfdc549183ef1c06d47f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-07-21T11:25:21Z",
    "title_canon_sha256": "ec57dd4e36a135c7b7a1906dd28a240c7d17a543b555e4d8e8318c1eba475f90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18271",
    "kind": "arxiv",
    "version": 4
  }
}