Pith Number

pith:WWOVGXVN

pith:2025:WWOVGXVNNUPYK2IB56KEMINNLK

not attested not anchored not stored refs pending

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering

Anna Arias-Duart, Ashwin Kumar Gururajan, Daniel Hinjos, Dario Garcia-Gasulla, Enrique Lopez-Cuena, Lucia Urcelay Ganzabal, Marta Gonzalez Mallo, Pablo Agustin Martin-Torres, Pablo Bernabeu-Perez, Sergio Alvarez-Napagao

arxiv:2502.06666 v1 · 2025-02-10 · 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{WWOVGXVNNUPYK2IB56KEMINNLK}

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

1 paper in Pith

Demystifying Numerical Instability in LLM Inference: Achieving Reproducible Inference for Mission-Critical Tasks with HEAL

Receipt and verification

First computed	2026-07-05T10:17:16.340850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b59d535ead6d1f856901ef944621ad5abec77d68f21ef6649c616f22b88650fa

Aliases

arxiv: 2502.06666 · arxiv_version: 2502.06666v1 · doi: 10.48550/arxiv.2502.06666 · pith_short_12: WWOVGXVNNUPY · pith_short_16: WWOVGXVNNUPYK2IB · pith_short_8: WWOVGXVN

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/WWOVGXVNNUPYK2IB56KEMINNLK \
  | 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: b59d535ead6d1f856901ef944621ad5abec77d68f21ef6649c616f22b88650fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e91a601ed0f01805a23f2f81d3c9bc03f5ef01c398150a57f73cd8b555d953a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T16:52:39Z",
    "title_canon_sha256": "ed95aef1a29051c47aefc36efa40e64235410c28457c82cace0d2ef7fe8820a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06666",
    "kind": "arxiv",
    "version": 1
  }
}