Pith Number

pith:3IS46TPL

pith:2025:3IS46TPLCHQLO5QIUE2F3TCKGD

not attested not anchored not stored refs pending

GoldenTransformer: A Modular Fault Injection Framework for Transformer Robustness Research

Luke Howard

arxiv:2509.10790 v1 · 2025-09-13 · cs.LG · 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{3IS46TPLCHQLO5QIUE2F3TCKGD}

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	2026-07-05T12:11:28.076701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da25cf4deb11e0b77608a1345dcc4a30e15f0fda9b62310275f1568fe3000792

Aliases

arxiv: 2509.10790 · arxiv_version: 2509.10790v1 · doi: 10.48550/arxiv.2509.10790 · pith_short_12: 3IS46TPLCHQL · pith_short_16: 3IS46TPLCHQLO5QI · pith_short_8: 3IS46TPL

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/3IS46TPLCHQLO5QIUE2F3TCKGD \
  | 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: da25cf4deb11e0b77608a1345dcc4a30e15f0fda9b62310275f1568fe3000792

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95386f959c44f040466a7515b622c13bd0e9d643848f31cc9aac292294a7ade4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-13T02:52:08Z",
    "title_canon_sha256": "543e4c7931c915c31125099f8219cae1f21552d05159276ac05ccc1becfcf732"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10790",
    "kind": "arxiv",
    "version": 1
  }
}