Pith Number

pith:IZ3YTVLF

pith:2023:IZ3YTVLFQ7H3BU7FX7AYGYSH37

not attested not anchored not stored refs pending

UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?

Avijit Mitra, Hong Yu, Junda Wang, Samuel Osebe, Zhichao Yang, Zonghai Yao

arxiv:2306.16931 v1 · 2023-06-29 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZ3YTVLFQ7H3BU7FX7AYGYSH37}

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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

1 paper in Pith

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies

Receipt and verification

First computed	2026-07-05T06:26:11.234165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

467789d56587cfb0d3e5bfc1836247dfd663116b542e92c2b5c60841a66cf7af

Aliases

arxiv: 2306.16931 · arxiv_version: 2306.16931v1 · doi: 10.48550/arxiv.2306.16931 · pith_short_12: IZ3YTVLFQ7H3 · pith_short_16: IZ3YTVLFQ7H3BU7F · pith_short_8: IZ3YTVLF

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/IZ3YTVLFQ7H3BU7FX7AYGYSH37 \
  | 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: 467789d56587cfb0d3e5bfc1836247dfd663116b542e92c2b5c60841a66cf7af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e39eccae7f5d30368893d9a97777f3e4467e0e15de420e1c01e9d580dd15f68",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-29T13:30:41Z",
    "title_canon_sha256": "e9927aa04a5fccbce7427e932ec9d17aef7f6b7462534b8e0d66bc899b6fb157"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16931",
    "kind": "arxiv",
    "version": 1
  }
}