Pith Number

pith:XIA6B5QD

pith:2024:XIA6B5QDHZCX5YVCDFL7CDJFG5

not attested not anchored not stored refs pending

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Akeiylah Dewitt, Alan Karthikesalingam, Alanna Walton, Alicia Parrish, Awa Dieng, Chirag Nagpal, Christopher Semturs, Darlene Neal, Greg Corrado, Heather Cole-Lewis, Ivor Horn, Jamila Smith-Loud, Joelle Barral, Karan Singhal, Katherine Heller, Leo Anthony Celi, Liam G. McCoy, Mercy Asiedu, Mike Schaekermann, Negar Rostamzadeh, Nenad Tomasev, Philip Mansfield, Preeti Singh, Qazi Mamunur Rashid, Rory Sayres, Shekoofeh Azizi, Stephen R. Pfohl, Sushant Prakash, Yossi Matias, Yun Liu

arxiv:2403.12025 v2 · 2024-03-18 · cs.CY · cs.CL · 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{XIA6B5QDHZCX5YVCDFL7CDJFG5}

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

2 papers in Pith

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Capabilities of Gemini Models in Medicine

Receipt and verification

First computed	2026-07-05T09:16:13.800470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba01e0f6033e457ee2a21957f10d25374cf2ed43f96a5b075da78eb784050ce4

Aliases

arxiv: 2403.12025 · arxiv_version: 2403.12025v2 · doi: 10.48550/arxiv.2403.12025 · pith_short_12: XIA6B5QDHZCX · pith_short_16: XIA6B5QDHZCX5YVC · pith_short_8: XIA6B5QD

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/XIA6B5QDHZCX5YVCDFL7CDJFG5 \
  | 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: ba01e0f6033e457ee2a21957f10d25374cf2ed43f96a5b075da78eb784050ce4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af981876c02cd832a0c29e27d0224ee5f67db943342386551a0546c80067edea",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-03-18T17:56:37Z",
    "title_canon_sha256": "159bc1350428a6cb350d7986b4fa2624528a2ee3c45456427db939e0b539a441"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12025",
    "kind": "arxiv",
    "version": 2
  }
}