Pith Number

pith:6IL5SNEO

pith:2024:6IL5SNEOH3WB3JUDON72G4ZQOV

not attested not anchored not stored refs pending

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal

Bo Li, Boyi Wei, Dacheng Li, Danqi Chen, Kai Li, Kaixuan Huang, Luxi He, Peter Henderson, Prateek Mittal, Ruoxi Jia, Tinghao Xie, Udari Madhushani Sehwag, Xiangyu Qi, Yangsibo Huang, Ying Sheng, Yi Zeng

arxiv:2406.14598 v2 · 2024-06-20 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6IL5SNEOH3WB3JUDON72G4ZQOV}

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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

28 papers in Pith

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation

PHANTOM: A Large-Scale Dataset of Multimodal Adversarial Attacks for Vision-Language Models

What Do Safety-Aligned LLMs Learn From Mixed Compliance Demonstrations?

Sch\"utzen: Evaluating LLM Safety in Bulgarian and German Contexts

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

Receipt and verification

First computed	2026-07-05T10:22:01.456080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f217d9348e3eec1da683737fa37330757253dc2301ef01507740739934d801c8

Aliases

arxiv: 2406.14598 · arxiv_version: 2406.14598v2 · doi: 10.48550/arxiv.2406.14598 · pith_short_12: 6IL5SNEOH3WB · pith_short_16: 6IL5SNEOH3WB3JUD · pith_short_8: 6IL5SNEO

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/6IL5SNEOH3WB3JUDON72G4ZQOV \
  | 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: f217d9348e3eec1da683737fa37330757253dc2301ef01507740739934d801c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d4e293df6031a47a7b625cc0f99eae6537624dfcb1de49947fa06a3f5cf8fa4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-20T17:56:07Z",
    "title_canon_sha256": "c2e73424dbc4f04619d46ab8005fedbe3e954404747798b3d1ad88a7d4b14513"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14598",
    "kind": "arxiv",
    "version": 2
  }
}