Pith Number

pith:2PQ5EM6D

pith:2024:2PQ5EM6DFKUIQVCHXPZCWALL4I

not attested not anchored not stored refs pending

Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Hongcheng Liu, Yanfeng Wang, Yuhao Wang, Yusheng Liao, Yutong Meng, Yu Wang

arxiv:2403.08495 v4 · 2024-03-13 · 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{2PQ5EM6DFKUIQVCHXPZCWALL4I}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

6 papers in Pith

Patients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective Disclosure

Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support

Simulating Couple Conflict: Designing A Multi-Agent System for Therapy Training and Practice

Receipt and verification

First computed	2026-07-05T08:46:22.791803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3e1d233c32aa8885447bbf22b016be20e8a3fe6e3af396ab13a8bcccc7e5dd9

Aliases

arxiv: 2403.08495 · arxiv_version: 2403.08495v4 · doi: 10.48550/arxiv.2403.08495 · pith_short_12: 2PQ5EM6DFKUI · pith_short_16: 2PQ5EM6DFKUIQVCH · pith_short_8: 2PQ5EM6D

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/2PQ5EM6DFKUIQVCHXPZCWALL4I \
  | 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: d3e1d233c32aa8885447bbf22b016be20e8a3fe6e3af396ab13a8bcccc7e5dd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a5a3287901d640c460429a91abc9f18fe351648905ee9f245525a6403ab4093",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T13:04:58Z",
    "title_canon_sha256": "9555276c864ac419ac66c4b3f77851071f5500ffbde7834b219b6701f7a9ca07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08495",
    "kind": "arxiv",
    "version": 4
  }
}