Pith Number

pith:TAXHFACX

pith:2025:TAXHFACXOXZHYT3TLPELXIVANA

not attested not anchored not stored refs pending

MedicalAgentsBench for Complex Medical Reasoning: Comparing Internalized Reasoning Models versus Externalized Agent-based Frameworks

Arman Cohan, Chenglin Wu, Fang Wu, Jiapeng Chen, Jiayi Zhang, Jinyu Xiang, Jiwoong Sohn, Mark Gerstein, Wenqi Shi, Xiangru Tang, Yanjun Shao, Yilun Zhao, Yuxuan Liao

arxiv:2503.07459 v3 · 2025-03-10 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{TAXHFACXOXZHYT3TLPELXIVANA}

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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

10 papers in Pith

CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents

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

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Receipt and verification

First computed	2026-06-19T16:10:29.419374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

982e72805775f27c4f735bc8bba2a0680b5fbe5c1b82f2225a3f49d7c3008865

Aliases

arxiv: 2503.07459 · arxiv_version: 2503.07459v3 · doi: 10.48550/arxiv.2503.07459 · pith_short_12: TAXHFACXOXZH · pith_short_16: TAXHFACXOXZHYT3T · pith_short_8: TAXHFACX

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/TAXHFACXOXZHYT3TLPELXIVANA \
  | 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: 982e72805775f27c4f735bc8bba2a0680b5fbe5c1b82f2225a3f49d7c3008865

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01b4c2d32c3c818b9760876afea3d082116af6b94b7b44402b487b689324fa6b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-10T15:38:44Z",
    "title_canon_sha256": "65078ee46de330ed2af33f2f61d41efc29fe3aa4720b77d17b503f6a09e09200"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07459",
    "kind": "arxiv",
    "version": 3
  }
}