Pith Number

pith:C2IWI3Y6

pith:2023:C2IWI3Y6SOPSHJOKG3DX35BJYD

not attested not anchored not stored refs pending

The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations

Abel Salinas, Fred Morstatter, Parth Vipul Shah, Robert McCormack, Yuzhong Huang

arxiv:2308.02053 v2 · 2023-08-03 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C2IWI3Y6SOPSHJOKG3DX35BJYD}

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	2026-07-05T07:31:30.548363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1691646f1e939f23a5ca36c77df429c0ce902b64c486688fbc1f306f7d57d72c

Aliases

arxiv: 2308.02053 · arxiv_version: 2308.02053v2 · doi: 10.48550/arxiv.2308.02053 · pith_short_12: C2IWI3Y6SOPS · pith_short_16: C2IWI3Y6SOPSHJOK · pith_short_8: C2IWI3Y6

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/C2IWI3Y6SOPSHJOKG3DX35BJYD \
  | 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: 1691646f1e939f23a5ca36c77df429c0ce902b64c486688fbc1f306f7d57d72c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe45debbede4fbff0a9b2ff711564a0b2a7809d03c318862b7edb75cee1cfa97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-03T21:12:54Z",
    "title_canon_sha256": "c00513636188f3554c55a519ce7e9c02f86096151f261b161c2ac83e33efb61e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.02053",
    "kind": "arxiv",
    "version": 2
  }
}