Pith Number

pith:R77MFT34

pith:2025:R77MFT34I2MAJS3GWIHMPOMISB

not attested not anchored not stored refs pending

AssertCoder: LLM-Based Assertion Generation via Multimodal Specification Extraction

Enyuan Tian, Qiusong Yang, Yiwei Ci, Yufeng Li, Zhichao Lyu

arxiv:2507.10338 v1 · 2025-07-14 · cs.SE · cs.AR · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R77MFT34I2MAJS3GWIHMPOMISB}

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

4 papers in Pith

LLM Assisted Verification Assertion Generation: Challenges and Future Directions

SafeGen: LLM-Driven Assertion Generation and Fault Criticality Evaluation for Functional Safety

AssertLLM2: A Comprehensive LLM Benchmark for Assertion Generation from Design Specifications

Autoformalizing Memory Specifications with Agents

Receipt and verification

First computed	2026-07-05T11:36:49.816933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ffec2cf7c469804cb66b20ec7b988905ee8cfd1744465fc1a2f853839eaab11

Aliases

arxiv: 2507.10338 · arxiv_version: 2507.10338v1 · doi: 10.48550/arxiv.2507.10338 · pith_short_12: R77MFT34I2MA · pith_short_16: R77MFT34I2MAJS3G · pith_short_8: R77MFT34

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/R77MFT34I2MAJS3GWIHMPOMISB \
  | 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: 8ffec2cf7c469804cb66b20ec7b988905ee8cfd1744465fc1a2f853839eaab11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0abb3ce1f514438c32fdaa95ea21a7d866ee413f8bcc375c9526577e2e9b6d27",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-14T14:43:14Z",
    "title_canon_sha256": "1db189d9b6557c87410085e30cb472978198807e459c1c545da1bb0a157eb490"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10338",
    "kind": "arxiv",
    "version": 1
  }
}