Pith Number

pith:ZYX6N3MC

pith:2019:ZYX6N3MCLLT5YELVMPT5YFT5VO

not attested not anchored not stored refs pending

Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting

Adam Tauman Kalai, Alexandra Chouldechova, Alexey Romanov, Christian Borgs, Hanna Wallach, Jennifer Chayes, Krishnaram Kenthapadi, Maria De-Arteaga, Sahin Geyik

arxiv:1901.09451 v1 · 2019-01-27 · cs.IR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZYX6N3MCLLT5YELVMPT5YFT5VO}

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	2026-05-17T23:55:24.702478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce2fe6ed825ae7dc117563e7dc167dab8d4e5b22ea517425bcf569108e65c2f4

Aliases

arxiv: 1901.09451 · arxiv_version: 1901.09451v1 · doi: 10.48550/arxiv.1901.09451 · pith_short_12: ZYX6N3MCLLT5 · pith_short_16: ZYX6N3MCLLT5YELV · pith_short_8: ZYX6N3MC

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/ZYX6N3MCLLT5YELVMPT5YFT5VO \
  | 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: ce2fe6ed825ae7dc117563e7dc167dab8d4e5b22ea517425bcf569108e65c2f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91a2fff664d36d832ecaed3fa6e2d28167f49a44ea020384b94b979d6d9d452f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2019-01-27T22:36:16Z",
    "title_canon_sha256": "ff0259c4ba28356039b2061d2c43adbdbe39bf60ef562f8fe0112b9df93ed16c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09451",
    "kind": "arxiv",
    "version": 1
  }
}