Pith. sign in
Pith Number

pith:HIGAPINB

pith:2025:HIGAPINBVAYCK7LPP2XKXRCPWH
not attested not anchored not stored refs pending

Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset

Amisha Srivastava, Anand Menon, Arnab Raha, Deepak Mathaikutty, Gabriel Theodor Sonnenschein, Kanad Basu, Samit S Miftah, Shamik Kundu, Souvik Kundu, Suvadeep Banerjee

arxiv:2503.08923 v1 · 2025-03-11 · cs.LG · cs.CR · cs.PL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HIGAPINBVAYCK7LPP2XKXRCPWH}

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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.
Receipt and verification
First computed 2026-07-05T10:36:16.060763Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3a0c07a1a1a830257d6f7eaeabc44fb1c131d22183c032b0eadd1b0566b6237d

Aliases

arxiv: 2503.08923 · arxiv_version: 2503.08923v1 · doi: 10.48550/arxiv.2503.08923 · pith_short_12: HIGAPINBVAYC · pith_short_16: HIGAPINBVAYCK7LP · pith_short_8: HIGAPINB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HIGAPINBVAYCK7LPP2XKXRCPWH \
  | 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: 3a0c07a1a1a830257d6f7eaeabc44fb1c131d22183c032b0eadd1b0566b6237d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "475445cd82c3eee85ed9f377399096c5050fbf037571fe2d75247c32915beaf6",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-11T22:13:26Z",
    "title_canon_sha256": "57477280858186b3838fc728487f6b087516375125185c42a0e81627dc61b8ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08923",
    "kind": "arxiv",
    "version": 1
  }
}