Pith Number

pith:T4D6AGN3

pith:2024:T4D6AGN3IYYTJACEICYSA4HR7K

not attested not anchored not stored refs pending

Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA

Bei Yu, Haoyuan Wu, Tairu Qiu, Yuan Pu, Zhuolun He

arxiv:2407.15353 v2 · 2024-07-22 · cs.CL · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T4D6AGN3IYYTJACEICYSA4HR7K}

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

3 papers in Pith

H$^{2}$MT: Semantic Hierarchy-Aware Hierarchical Memory Transformer

Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation

ChipLingo: A Systematic Training Framework for Large Language Models in EDA

Receipt and verification

First computed	2026-07-05T08:48:45.871775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f07e019bb463134804440b12070f1fab345bf31bb57706e9363abd95fbdf22b

Aliases

arxiv: 2407.15353 · arxiv_version: 2407.15353v2 · doi: 10.48550/arxiv.2407.15353 · pith_short_12: T4D6AGN3IYYT · pith_short_16: T4D6AGN3IYYTJACE · pith_short_8: T4D6AGN3

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/T4D6AGN3IYYTJACEICYSA4HR7K \
  | 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: 9f07e019bb463134804440b12070f1fab345bf31bb57706e9363abd95fbdf22b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d44bb91d7bb3e6cf513a66d4ec46db82cc48f0b25d4c0148935d1059f071aa1f",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-22T03:44:27Z",
    "title_canon_sha256": "f9caeb510e0170997f65f770e71a1ea0711cfd29b4c8d7e2c97500c8b4262b43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15353",
    "kind": "arxiv",
    "version": 2
  }
}