Pith Number

pith:DSFIX7DO

pith:2025:DSFIX7DOOETYKDUM2GTK2F5ZHT

not attested not anchored not stored refs pending

Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges

Eliott Zemour, Eric Lin, Francisco Eiras, Vaikkunth Mugunthan

arxiv:2503.04474 v1 · 2025-03-06 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSFIX7DOOETYKDUM2GTK2F5ZHT}

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

3 papers in Pith

How Reliable Is Your Jailbreak Judge? Calibration and Adversarial Robustness of Automated ASR Scoring

Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges

Receipt and verification

First computed	2026-07-05T10:25:39.614009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c8a8bfc6e7127850e8cd1a6ad17b93ceebc75a46a18174972ac2ed5f305d9c6

Aliases

arxiv: 2503.04474 · arxiv_version: 2503.04474v1 · doi: 10.48550/arxiv.2503.04474 · pith_short_12: DSFIX7DOOETY · pith_short_16: DSFIX7DOOETYKDUM · pith_short_8: DSFIX7DO

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/DSFIX7DOOETYKDUM2GTK2F5ZHT \
  | 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: 1c8a8bfc6e7127850e8cd1a6ad17b93ceebc75a46a18174972ac2ed5f305d9c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7cd727e9a5c4503259120b70aabd5aa8853862d1eda76772ac1c8b058109304",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-06T14:24:12Z",
    "title_canon_sha256": "2b564964d75f4d7db32ac3b109fde28cf91be2a9868976d80781745addca0448"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04474",
    "kind": "arxiv",
    "version": 1
  }
}