Pith Number

pith:AJ73LIZX

pith:2024:AJ73LIZXURHKNP4TOMRSIPTXMJ

not attested not anchored not stored refs pending

Realistic Evaluation of Toxicity in Large Language Models

Linh Ngo Van, Thanh-Thien Le, Thien Huu Nguyen, Tinh Son Luong

arxiv:2405.10659 v2 · 2024-05-17 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{AJ73LIZXURHKNP4TOMRSIPTXMJ}

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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

1 paper in Pith

KARMA: Karma-Aligned Reward Model Adaptation

Receipt and verification

First computed	2026-07-05T08:20:54.973262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

027fb5a337a44ea6bf937323243e776279c5fadd5ec0914ff62a0cc2b2ada183

Aliases

arxiv: 2405.10659 · arxiv_version: 2405.10659v2 · doi: 10.48550/arxiv.2405.10659 · pith_short_12: AJ73LIZXURHK · pith_short_16: AJ73LIZXURHKNP4T · pith_short_8: AJ73LIZX

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/AJ73LIZXURHKNP4TOMRSIPTXMJ \
  | 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: 027fb5a337a44ea6bf937323243e776279c5fadd5ec0914ff62a0cc2b2ada183

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e35be203e5d3e461c28c4401258379c07698961f94e1e4367cdacc9bd12c098",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-17T09:42:59Z",
    "title_canon_sha256": "cd05393d172f955faa3be32727ceb31aa42423f39b4b42011ba547385073a20d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10659",
    "kind": "arxiv",
    "version": 2
  }
}