Pith Number

pith:7NU66D3F

pith:2025:7NU66D3FFQQGFGZLFJL5JT24C2

not attested not anchored not stored refs pending

Advancing Neural Network Verification through Hierarchical Safety Abstract Interpretation

Alessandro Farinelli, Isabella Mastroeni, Luca Marzari

arxiv:2505.05235 v1 · 2025-05-08 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7NU66D3FFQQGFGZLFJL5JT24C2}

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

1 paper in Pith

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Receipt and verification

First computed	2026-07-05T11:00:21.100333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb69ef0f652c20629b2b2a57d4cf5c16bd845e16c677da9c750f0f8ea42e2a7e

Aliases

arxiv: 2505.05235 · arxiv_version: 2505.05235v1 · doi: 10.48550/arxiv.2505.05235 · pith_short_12: 7NU66D3FFQQG · pith_short_16: 7NU66D3FFQQGFGZL · pith_short_8: 7NU66D3F

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/7NU66D3FFQQGFGZLFJL5JT24C2 \
  | 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: fb69ef0f652c20629b2b2a57d4cf5c16bd845e16c677da9c750f0f8ea42e2a7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03db872302718a023e08e04f2c2bafb31bedb2a07c634c5ded15a4d209ecb8f5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-08T13:29:46Z",
    "title_canon_sha256": "2da95e32ccddef34c63fe26c67d0056a83f9f8a226cad274d2f11fdf197bbf24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05235",
    "kind": "arxiv",
    "version": 1
  }
}