Pith Number

pith:R6LMVMYR

pith:2024:R6LMVMYRQPXL7SCVEFHK4F7YWX

not attested not anchored not stored refs pending

How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis

Adam Mahdi, Andrew Lee, Filip Sondej, Harry Mayne, Yushi Yang

arxiv:2411.06424 v3 · 2024-11-10 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R6LMVMYRQPXL7SCVEFHK4F7YWX}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:17:37.345699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f96cab31183eebfc855214eae17f8b5ead7563dcf0ea146003ed0020dd5a13d

Aliases

arxiv: 2411.06424 · arxiv_version: 2411.06424v3 · doi: 10.48550/arxiv.2411.06424 · pith_short_12: R6LMVMYRQPXL · pith_short_16: R6LMVMYRQPXL7SCV · pith_short_8: R6LMVMYR

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/R6LMVMYRQPXL7SCVEFHK4F7YWX \
  | 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: 8f96cab31183eebfc855214eae17f8b5ead7563dcf0ea146003ed0020dd5a13d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc7a30f5f9d624103362675113b078372199a9847637720efa402c24b63908d5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-10T11:07:34Z",
    "title_canon_sha256": "1d38f9369c0c7d2737cedfcd051e6dad9873a5e5170503f1fdff580d6ef3110f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06424",
    "kind": "arxiv",
    "version": 3
  }
}