Pith Number

pith:5JOCWO7I

pith:2024:5JOCWO7IIDGCCTF3CD5GQDM3FS

not attested not anchored not stored refs pending

On Adversarial Robustness and Out-of-Distribution Robustness of Large Language Models

April Yang, Jordan Tab, Parth Shah, Paul Kotchavong

arxiv:2412.10535 v1 · 2024-12-13 · cs.CL · 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{5JOCWO7IIDGCCTF3CD5GQDM3FS}

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

STELLAR-E: a Synthetic, Tailored, End-to-end LLM Application Rigorous Evaluator

Receipt and verification

First computed	2026-07-05T09:49:17.345933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea5c2b3be840cc214cbb10fa680d9b2c873441f21c24272bb74f1e9452ed7634

Aliases

arxiv: 2412.10535 · arxiv_version: 2412.10535v1 · doi: 10.48550/arxiv.2412.10535 · pith_short_12: 5JOCWO7IIDGC · pith_short_16: 5JOCWO7IIDGCCTF3 · pith_short_8: 5JOCWO7I

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/5JOCWO7IIDGCCTF3CD5GQDM3FS \
  | 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: ea5c2b3be840cc214cbb10fa680d9b2c873441f21c24272bb74f1e9452ed7634

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94f7bff2cf2e96ae16dd21a4025f54742036dba50da8915af386ff71e77341c9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-13T20:04:25Z",
    "title_canon_sha256": "a195d74fccf45969dc7365514e7fd27409be26314881313bcd2bc6497346708f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10535",
    "kind": "arxiv",
    "version": 1
  }
}