Pith Number

pith:ZJQNJB6O

pith:2026:ZJQNJB6OEXOUOU4OSACIPDBCXE

not attested not anchored not stored refs pending

SIMAX: A Scalable and Interpretable Framework for Multi-Fidelity and Annotated Clinician-Patient Dialogue Simulation

Anand Chowdhury, Bohao Yang, Chuan Hong, Doris Yang, Ed Hammond, Elisabeth Bond, Haoyuan Wang, Joshua M. Biro, Kai Sun, Kathryn Pollak, Le Li, Matthew McDermott, Nan Liu, Nicoleta Economou-Zavlanos, Ruio Heerschap, Rui Yang, Sicheng Shu, Zhiyi Liu, Zhuhan Bao

arxiv:2606.30491 v1 · 2026-06-29 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJQNJB6OEXOUOU4OSACIPDBCXE}

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.

Receipt and verification

First computed	2026-06-30T02:18:17.491034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca60d487ce25dd47538e9004878c22b928990f91ea8767f5bbc518ad7a3b18f9

Aliases

arxiv: 2606.30491 · arxiv_version: 2606.30491v1 · doi: 10.48550/arxiv.2606.30491 · pith_short_12: ZJQNJB6OEXOU · pith_short_16: ZJQNJB6OEXOUOU4O · pith_short_8: ZJQNJB6O

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/ZJQNJB6OEXOUOU4OSACIPDBCXE \
  | 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: ca60d487ce25dd47538e9004878c22b928990f91ea8767f5bbc518ad7a3b18f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73225f7dbbb8b6ea8bd8586211890240c684f92a05171109eda356d5a6c37079",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-29T15:56:38Z",
    "title_canon_sha256": "8be940cd90e52a3ae597019560c0846db93bcf90ed07493ce43e9e99d7e75ebe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30491",
    "kind": "arxiv",
    "version": 1
  }
}