Pith Number

pith:ASOYHR2O

pith:2025:ASOYHR2OAGKZ5LW6FLS2D6NWYT

not attested not anchored not stored refs pending

LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases

David Skarbrevik, Dylan Bouchard, Mohit Singh Chauhan, Viren Bajaj, Zeya Ahmad

arxiv:2501.03112 v1 · 2025-01-06 · 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{ASOYHR2OAGKZ5LW6FLS2D6NWYT}

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.

Receipt and verification

First computed	2026-07-05T10:06:46.703825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

049d83c74e01959eaede2ae5a1f9b6c4ef46fd4e9862cc8d8a3aa5f22c06b102

Aliases

arxiv: 2501.03112 · arxiv_version: 2501.03112v1 · doi: 10.48550/arxiv.2501.03112 · pith_short_12: ASOYHR2OAGKZ · pith_short_16: ASOYHR2OAGKZ5LW6 · pith_short_8: ASOYHR2O

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/ASOYHR2OAGKZ5LW6FLS2D6NWYT \
  | 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: 049d83c74e01959eaede2ae5a1f9b6c4ef46fd4e9862cc8d8a3aa5f22c06b102

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dd2748dcfea244662b936df1f900f10db7ecb7dc1ccf7f490ff7112e3e12777",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-06T16:20:44Z",
    "title_canon_sha256": "1ed8db0c5c19c4670628d98c6112b72190119404a074475198bc8942b6222337"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03112",
    "kind": "arxiv",
    "version": 1
  }
}