Pith Number

pith:GTGGIJXG

pith:2024:GTGGIJXGKVOURUDBHHNCN4VETH

not attested not anchored not stored refs pending

ToxiLab: How Well Do Open-Source LLMs Generate Synthetic Toxicity Data?

Congrui Huang, Hang Zhao, Juanyong Duan, Julia Hirschberg, Lin Ai, Yinheng Li, Zhaoxiao Guo, Zheng Hui

arxiv:2411.15175 v4 · 2024-11-18 · 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{GTGGIJXGKVOURUDBHHNCN4VETH}

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

2 papers in Pith

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models

Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

Receipt and verification

First computed	2026-07-05T10:18:11.194904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34cc6426e6555d48d06139da26f2a499f214187e75a530814d63ae2b35fc6f8a

Aliases

arxiv: 2411.15175 · arxiv_version: 2411.15175v4 · doi: 10.48550/arxiv.2411.15175 · pith_short_12: GTGGIJXGKVOU · pith_short_16: GTGGIJXGKVOURUDB · pith_short_8: GTGGIJXG

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/GTGGIJXGKVOURUDBHHNCN4VETH \
  | 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: 34cc6426e6555d48d06139da26f2a499f214187e75a530814d63ae2b35fc6f8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7607fd81bbfb79a1691356eef6e943080c32ac8c1ada9b60b4b1964b11229c6d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-18T00:21:14Z",
    "title_canon_sha256": "c48cd38cc91411bfbb573717615b5b62539d19615c09d51ba461a25bfa330be5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15175",
    "kind": "arxiv",
    "version": 4
  }
}