Pith Number

pith:LBSTRZCL

pith:2025:LBSTRZCLCFJRCYJ3PNDM3QWGQQ

not attested not anchored not stored refs pending

Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases

Chaoyi Wu, Chuanjin Peng, Hongfei Gu, Pengcheng Qiu, Shuyu Liu, Weidi Xie, Weike Zhao, Yanfeng Wang, Ya Zhang, Zhuoxia Chen

arxiv:2503.04691 v2 · 2025-03-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBSTRZCLCFJRCYJ3PNDM3QWGQQ}

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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

7 papers in Pith

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models

CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation

DEEPMED Search: An Open-Source Agentic Platform for Medical Deep Research with Introspective Verification

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

Receipt and verification

First computed	2026-07-05T10:28:05.832630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

586538e44b115311613b7b46cdc2c6843fd4d5bfe743e587a360256619aa7431

Aliases

arxiv: 2503.04691 · arxiv_version: 2503.04691v2 · doi: 10.48550/arxiv.2503.04691 · pith_short_12: LBSTRZCLCFJR · pith_short_16: LBSTRZCLCFJRCYJ3 · pith_short_8: LBSTRZCL

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/LBSTRZCLCFJRCYJ3PNDM3QWGQQ \
  | 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: 586538e44b115311613b7b46cdc2c6843fd4d5bfe743e587a360256619aa7431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48ee0e488769caa498c160d206cdfe41f10201f41411a76df054ff52d2ec290a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-06T18:35:39Z",
    "title_canon_sha256": "5b685375c830393002b84d09fbf7e192f013cdc3c8fd439df12f71661a7fe945"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04691",
    "kind": "arxiv",
    "version": 2
  }
}