Pith Number

pith:F4XQ3GQQ

pith:2022:F4XQ3GQQ5KYQ5WAD5M4IECPJZV

not attested not anchored not stored refs pending

A New Generation of Perspective API: Efficient Multilingual Character-level Transformers

Alyssa Lees, Donald Metzler, Jai Gupta, Jeffrey Sorensen, Lucy Vasserman, Vinh Q. Tran, Yi Tay

arxiv:2202.11176 v1 · 2022-02-22 · cs.CL · cs.AI · 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{F4XQ3GQQ5KYQ5WAD5M4IECPJZV}

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

4 papers in Pith

KZ-SafetyPrompts: A Kazakh Safety Evaluation Prompt Dataset for Large Language Models

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media

Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework

PaliGemma 2: A Family of Versatile VLMs for Transfer

Receipt and verification

First computed	2026-07-05T03:59:29.152195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f2f0d9a10eab10ed803eb388209e9cd654c152d9601e0460974cc84d7c295f8

Aliases

arxiv: 2202.11176 · arxiv_version: 2202.11176v1 · doi: 10.48550/arxiv.2202.11176 · pith_short_12: F4XQ3GQQ5KYQ · pith_short_16: F4XQ3GQQ5KYQ5WAD · pith_short_8: F4XQ3GQQ

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/F4XQ3GQQ5KYQ5WAD5M4IECPJZV \
  | 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: 2f2f0d9a10eab10ed803eb388209e9cd654c152d9601e0460974cc84d7c295f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f230da25b10585f4a093c0326ca57e7b0a532b07abef011b9178a74e44bf886",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-02-22T20:55:31Z",
    "title_canon_sha256": "e9503e69bb12d121b4320b823940dd81763b28806e75f2c57112290a769f4666"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11176",
    "kind": "arxiv",
    "version": 1
  }
}