Pith Number

pith:RQJ4CCXR

pith:2024:RQJ4CCXRZGSUZ4RM7UOEMXLYST

not attested not anchored not stored refs pending

LLMs Can Simulate Standardized Patients via Agent Coevolution

Haohao Ying, Haolei Cai, Jian Wu, Lujie Zheng, Renjun Hu, Wei Chen, Xiawei Li, Ying Sun, Yuyang Xu, Zhuoyun Du

arxiv:2412.11716 v2 · 2024-12-16 · cs.CL · cs.AI · cs.HC · 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{RQJ4CCXRZGSUZ4RM7UOEMXLYST}

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

2 papers in Pith

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Receipt and verification

First computed	2026-07-05T11:17:39.211484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c13c10af1c9a54cf22cfd1c465d7894c160cc40056708bcd1573e4710624a8d

Aliases

arxiv: 2412.11716 · arxiv_version: 2412.11716v2 · doi: 10.48550/arxiv.2412.11716 · pith_short_12: RQJ4CCXRZGSU · pith_short_16: RQJ4CCXRZGSUZ4RM · pith_short_8: RQJ4CCXR

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/RQJ4CCXRZGSUZ4RM7UOEMXLYST \
  | 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: 8c13c10af1c9a54cf22cfd1c465d7894c160cc40056708bcd1573e4710624a8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "072cf3b56735fd8d0069cf27566eba8c718c506e9320ab18c9e8569d1770a12e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T12:36:47Z",
    "title_canon_sha256": "da0526ac97f81f8bd442a05e0c0e99863d4fbcc230aea46cd9cbebf53cb19796"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11716",
    "kind": "arxiv",
    "version": 2
  }
}