Pith Number

pith:MHHWRMGN

pith:2024:MHHWRMGNBKWWRYMV7DVQM3F6O3

not attested not anchored not stored refs pending

Classification-Based Automatic HDL Code Generation Using LLMs

Bing Li, Cheng Zhuo, Grace Li Zhang, Ulf Schlichtmann, Wenhao Sun, Xunzhao Yin

arxiv:2407.18326 v1 · 2024-07-04 · 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{MHHWRMGNBKWWRYMV7DVQM3F6O3}

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

ROSUM-MCTS: Monte Carlo Tree Search-Inspired HDL Code Summarization with Structural Rewards

Receipt and verification

First computed	2026-07-05T08:48:47.869815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61cf68b0cd0aad68e195f8eb066cbe76fb4bd32123a27c0641e032b6792ad9aa

Aliases

arxiv: 2407.18326 · arxiv_version: 2407.18326v1 · doi: 10.48550/arxiv.2407.18326 · pith_short_12: MHHWRMGNBKWW · pith_short_16: MHHWRMGNBKWWRYMV · pith_short_8: MHHWRMGN

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/MHHWRMGNBKWWRYMV7DVQM3F6O3 \
  | 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: 61cf68b0cd0aad68e195f8eb066cbe76fb4bd32123a27c0641e032b6792ad9aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f87f387d0eb5eadd80465c5685370651dc8a37500ffbf153f25c1ab2f5711048",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-07-04T09:00:13Z",
    "title_canon_sha256": "921aa01f42d66bb2a94f9e1f10bafd12693c6a1f7449a83f61df3c6ffbe3e0c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18326",
    "kind": "arxiv",
    "version": 1
  }
}