Pith Number

pith:J5VOWRAV

pith:2025:J5VOWRAVPSNFNVLKMWUKY2HAJO

not attested not anchored not stored refs pending

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

Andrew Y. Ng, Danny Park, Gloria Geng, James Zou, Jonathan H. Chen, Kameron C. Black, Yixing Jiang

arxiv:2501.14654 v2 · 2025-01-24 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J5VOWRAVPSNFNVLKMWUKY2HAJO}

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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

16 papers in Pith

How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?

AgentFairBench: Do LLM Agents Discriminate When They Act?

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA

Receipt and verification

First computed	2026-07-05T10:13:07.594636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f6aeb44157c9a56d56a65a8ac68e04b9e55d7c8837a5e2ed66b6588e02dc371

Aliases

arxiv: 2501.14654 · arxiv_version: 2501.14654v2 · doi: 10.48550/arxiv.2501.14654 · pith_short_12: J5VOWRAVPSNF · pith_short_16: J5VOWRAVPSNFNVLK · pith_short_8: J5VOWRAV

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/J5VOWRAVPSNFNVLKMWUKY2HAJO \
  | 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: 4f6aeb44157c9a56d56a65a8ac68e04b9e55d7c8837a5e2ed66b6588e02dc371

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b481554c0a8b91ed4c7253546152180ba5e5ba5250c43b9b98395a10cc81f44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T17:21:01Z",
    "title_canon_sha256": "20c83a8076cea3be3353f63d965a903bc684e93acb3f991118abe78547f70add"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14654",
    "kind": "arxiv",
    "version": 2
  }
}