Pith Number

pith:QY2CSW6D

pith:2025:QY2CSW6DERQ3O6X7263LXOUUO7

not attested not anchored not stored refs pending

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law

Ehsan Shareghi, Nigel Collier, Yijiang River Dong, Zheng Hui

arxiv:2507.21134 v1 · 2025-07-22 · cs.CL · cs.CY · 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{QY2CSW6DERQ3O6X7263LXOUUO7}

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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

4 papers in Pith

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models

StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation

You Snooze, You Lose: Automatic Safety Alignment Restoration through Neural Weight Translation

VoxSafeBench: Not Just What Is Said, but Who, How, and Where

Receipt and verification

First computed	2026-07-05T11:44:31.810917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8634295bc32461b77affd7b6bbba9477c38c10831face622c01f9bbc55b7f8be

Aliases

arxiv: 2507.21134 · arxiv_version: 2507.21134v1 · doi: 10.48550/arxiv.2507.21134 · pith_short_12: QY2CSW6DERQ3 · pith_short_16: QY2CSW6DERQ3O6X7 · pith_short_8: QY2CSW6D

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/QY2CSW6DERQ3O6X7263LXOUUO7 \
  | 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: 8634295bc32461b77affd7b6bbba9477c38c10831face622c01f9bbc55b7f8be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "647a48904f003f84282809f889079296ad2cf1323cdec89e49100c374225e41f",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-22T17:52:29Z",
    "title_canon_sha256": "14acf82d3b2d541e0aef27e017af3c7694a9145b807194ce7564a3be7626c49f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21134",
    "kind": "arxiv",
    "version": 1
  }
}