Pith Number

pith:YKPLN44P

pith:2024:YKPLN44PZ4NTNTO5BUJZU3722U

not attested not anchored not stored refs pending

Enabling Scalable Evaluation of Bias Patterns in Medical LLMs

Hamed Fayyaz, Rahmatollah Beheshti, Raphael Poulain

arxiv:2410.14763 v2 · 2024-10-18 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKPLN44PZ4NTNTO5BUJZU3722U}

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	2026-07-05T10:48:20.507553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c29eb6f38fcf1b36cddd0d139a6ffad52c94fa1f9d9a0fd7cd7b6715a62fd39c

Aliases

arxiv: 2410.14763 · arxiv_version: 2410.14763v2 · doi: 10.48550/arxiv.2410.14763 · pith_short_12: YKPLN44PZ4NT · pith_short_16: YKPLN44PZ4NTNTO5 · pith_short_8: YKPLN44P

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/YKPLN44PZ4NTNTO5BUJZU3722U \
  | 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: c29eb6f38fcf1b36cddd0d139a6ffad52c94fa1f9d9a0fd7cd7b6715a62fd39c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d35f27b4afe94af7ec4afa8ad50cb22b9911b4625b62fb3d4926036deb9fc388",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-18T14:17:03Z",
    "title_canon_sha256": "421ef224c9981456f4475d80fb1270ec06a9913b4c1cfeaf1f1549d272dc5793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14763",
    "kind": "arxiv",
    "version": 2
  }
}