Pith Number

pith:HFOM2IKP

pith:2025:HFOM2IKPYPXZLR6PYABUHN7IR7

not attested not anchored not stored refs pending

LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation

Binze Hu, Changhao Jiang, Chenhao Huang, Huayu Sha, Jingqi Tong, Mingxu Chai, Ming Zhang, Qi Zhang, Shichun Liu, Shihan Dou, Tao Gui, Xuanjing Huang, Yuhui Wang, Yujiong Shen, Zelin Li, Zhiheng Xi

arxiv:2506.04078 v3 · 2025-06-04 · 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{HFOM2IKPYPXZLR6PYABUHN7IR7}

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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

4 papers in Pith

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs

Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks

Receipt and verification

First computed	2026-07-05T12:02:02.365994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

395ccd214fc3ef95c7cfc00343b7e88fd4cb2afc029a60c55fd3951dcf9c0c45

Aliases

arxiv: 2506.04078 · arxiv_version: 2506.04078v3 · doi: 10.48550/arxiv.2506.04078 · pith_short_12: HFOM2IKPYPXZ · pith_short_16: HFOM2IKPYPXZLR6P · pith_short_8: HFOM2IKP

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/HFOM2IKPYPXZLR6PYABUHN7IR7 \
  | 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: 395ccd214fc3ef95c7cfc00343b7e88fd4cb2afc029a60c55fd3951dcf9c0c45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4b681ea9e0af73a7b8e3a0c788ed5068cebe823538c2696205d7b3b554f8afe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-04T15:43:14Z",
    "title_canon_sha256": "a74da155a1278ac41f6affb9be3df976d1897e0740354fcc7634d1ce08b9b4bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04078",
    "kind": "arxiv",
    "version": 3
  }
}