Pith Number

pith:FK5IEYFH

pith:2025:FK5IEYFH2DEKHYGRNEXSVUUFAF

not attested not anchored not stored refs pending

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning

Dimitris Tsaras, Hongji Zhang, Lei Chen, Mingxuan Yuan, Qiang Xu, Yi Liu, Yiwen Wang

arxiv:2508.18730 v2 · 2025-08-26 · cs.LG · 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{FK5IEYFH2DEKHYGRNEXSVUUFAF}

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	2026-06-01T01:02:19.204930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2aba8260a7d0c8a3e0d1692f2ad2850160ebf6f9e39660af321f815f05bd4371

Aliases

arxiv: 2508.18730 · arxiv_version: 2508.18730v2 · doi: 10.48550/arxiv.2508.18730 · pith_short_12: FK5IEYFH2DEK · pith_short_16: FK5IEYFH2DEKHYGR · pith_short_8: FK5IEYFH

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/FK5IEYFH2DEKHYGRNEXSVUUFAF \
  | 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: 2aba8260a7d0c8a3e0d1692f2ad2850160ebf6f9e39660af321f815f05bd4371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00c4d9a5af421de7352365818239398d92085c373352f38528eb260b5711c6b4",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T06:57:46Z",
    "title_canon_sha256": "2e3e29b8137155fb44b2ffb744cf690f1b6bb9f086e343e584dbdf8f6a6a877b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18730",
    "kind": "arxiv",
    "version": 2
  }
}