Pith Number

pith:TBJADTLY

pith:2024:TBJADTLYHYIO2MAWDFPE66VMMK

not attested not anchored not stored refs pending

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Beyza Ermis, Luiza Pozzobon, Patrick Lewis, Sara Hooker

arxiv:2403.03893 v3 · 2024-03-06 · 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{TBJADTLYHYIO2MAWDFPE66VMMK}

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

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

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators

LLM Harms: A Taxonomy and Discussion

Receipt and verification

First computed	2026-07-05T08:25:01.573405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

985201cd783e10ed3016195e4f7aac62baf1b7ee9697267e46ac4b362a3d9976

Aliases

arxiv: 2403.03893 · arxiv_version: 2403.03893v3 · doi: 10.48550/arxiv.2403.03893 · pith_short_12: TBJADTLYHYIO · pith_short_16: TBJADTLYHYIO2MAW · pith_short_8: TBJADTLY

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/TBJADTLYHYIO2MAWDFPE66VMMK \
  | 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: 985201cd783e10ed3016195e4f7aac62baf1b7ee9697267e46ac4b362a3d9976

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbc76ca41a66a6adcac94349ef097176a49f26808a388be447b6db001aef3dd7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-06T17:51:43Z",
    "title_canon_sha256": "ae44bdae3b74ee86a6ed135661522a3e223cfa24cc736c39fc22899965a61fd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03893",
    "kind": "arxiv",
    "version": 3
  }
}