Pith Number

pith:GYG2KGIR

pith:2025:GYG2KGIROP3JZK6FWR7TANXTET

not attested not anchored not stored refs pending

Trojan Detection Through Pattern Recognition for Large Language Models

Matthew Yudin, Rauf Izmailov, Razvan Stefanescu, Vedant Bhasin

arxiv:2501.11621 v1 · 2025-01-20 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GYG2KGIROP3JZK6FWR7TANXTET}

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	2026-07-05T10:03:11.648497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

360da5191173f69cabc5b47f3036f324dac403287e3f5233ce5b8e3c2674924e

Aliases

arxiv: 2501.11621 · arxiv_version: 2501.11621v1 · doi: 10.48550/arxiv.2501.11621 · pith_short_12: GYG2KGIROP3J · pith_short_16: GYG2KGIROP3JZK6F · pith_short_8: GYG2KGIR

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/GYG2KGIROP3JZK6FWR7TANXTET \
  | 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: 360da5191173f69cabc5b47f3036f324dac403287e3f5233ce5b8e3c2674924e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66dfec5de8c9d0471adc4f0055593136464e68a4255de98e714b63c05d12c630",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-20T17:36:04Z",
    "title_canon_sha256": "3ac4c90cf16310df117a0126f06a12f443931c95a2f65d7010729cad3433112d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11621",
    "kind": "arxiv",
    "version": 1
  }
}