Pith Number

pith:DT5GUJRN

pith:2026:DT5GUJRNJAXTPY435EFVATNUQF

not attested not anchored not stored refs pending

How LLMs Fail and Generalize in RTL Coding for Hardware Design?

Brucek Khailany, Chao-Han Huck Yang, Chenhui Deng, Guan-Ting Liu, Yu-Chiang Frank Wang, Zhongzhi Yu

arxiv:2606.19347 v1 · 2026-04-26 · cs.CL · cs.AI · 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{DT5GUJRNJAXTPY435EFVATNUQF}

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	2026-06-19T16:12:22.783816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cfa6a262d482f37e39be90b504db481657213673d454b8933fcfbb88265d339

Aliases

arxiv: 2606.19347 · arxiv_version: 2606.19347v1 · doi: 10.48550/arxiv.2606.19347 · pith_short_12: DT5GUJRNJAXT · pith_short_16: DT5GUJRNJAXTPY43 · pith_short_8: DT5GUJRN

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/DT5GUJRNJAXTPY435EFVATNUQF \
  | 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: 1cfa6a262d482f37e39be90b504db481657213673d454b8933fcfbb88265d339

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcb46344d4a25c119da2f9d7133ef95476cb36651c3d0581213d8b480767cc04",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-04-26T14:34:49Z",
    "title_canon_sha256": "45addedabca71b75a258dda048647ed41041c964cd79ece197ae22035e095285"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19347",
    "kind": "arxiv",
    "version": 1
  }
}