Pith Number

pith:R4DUNTF4

pith:2024:R4DUNTF4OMOF6XWIS5KTUROM7I

not attested not anchored not stored refs pending

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Fei Huang, Jialong Tang, Jingren Zhou, Jun Xi, Siyuan Wang, Wei Chen, Zhihao Fan, Zhongyu Wei

arxiv:2402.09742 v4 · 2024-02-15 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4DUNTF4OMOF6XWIS5KTUROM7I}

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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

8 papers in Pith

HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

A Survey of Scaling in Large Language Model Reasoning

R2MED: A Benchmark for Reasoning-Driven Medical Retrieval

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:37:37.094332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f0746ccbc731c5f5ec897553a45ccfa054e3ed0bda4dfc7303472983631929a

Aliases

arxiv: 2402.09742 · arxiv_version: 2402.09742v4 · doi: 10.48550/arxiv.2402.09742 · pith_short_12: R4DUNTF4OMOF · pith_short_16: R4DUNTF4OMOF6XWI · pith_short_8: R4DUNTF4

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/R4DUNTF4OMOF6XWIS5KTUROM7I \
  | 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: 8f0746ccbc731c5f5ec897553a45ccfa054e3ed0bda4dfc7303472983631929a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f709650ccf5e3013963a2232ccbce01a445d8f65cb7298ac69430df509909d0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-15T06:46:48Z",
    "title_canon_sha256": "51c182e4c8e5259e938781448fc1e75df010f45981d38cb0a088fd51e6f4961d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09742",
    "kind": "arxiv",
    "version": 4
  }
}