Pith Number

pith:R7DQRHRV

pith:2022:R7DQRHRV2OZNTRDAO6B25VA2HX

not attested not anchored not stored refs pending

Federated Multilingual Models for Medical Transcript Analysis

Andre Manoel, Dan Miller, Danny Karmon, Dimitrios Dimitriadis, Jialei Chen, Mirian Hipolito Garcia, Robert Sim, Shize Su, Tal Baumel

arxiv:2211.09722 v1 · 2022-11-04 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R7DQRHRV2OZNTRDAO6B25VA2HX}

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	2026-07-05T05:17:05.767395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fc7089e35d3b2d9c4607783aed41a3de71257d57b40c1771b2d94db93b33a9c

Aliases

arxiv: 2211.09722 · arxiv_version: 2211.09722v1 · doi: 10.48550/arxiv.2211.09722 · pith_short_12: R7DQRHRV2OZN · pith_short_16: R7DQRHRV2OZNTRDA · pith_short_8: R7DQRHRV

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/R7DQRHRV2OZNTRDAO6B25VA2HX \
  | 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: 8fc7089e35d3b2d9c4607783aed41a3de71257d57b40c1771b2d94db93b33a9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8759cebf05d70fed0f452b06df8ca736c2822e5300b009c3b936235f36bc99cf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-04T01:07:54Z",
    "title_canon_sha256": "071ebcfcac33bbff8ec9cc37badc5d880e9e6dae1b6b4699bb876d6c0acb49b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09722",
    "kind": "arxiv",
    "version": 1
  }
}