Pith Number

pith:5RMKWPZV

pith:2023:5RMKWPZVR6B6EZGQ2VCUGZV2KE

not attested not anchored not stored refs pending

Validating transformers for redaction of text from electronic health records in real-world healthcare

Anoop D. Shah, Anthony Shek, Ewart Jonathan Sheldon, Haris Shuaib, James Teo, Joshua Au Yeung, Kawsar Noor, Mohammad Al-Agil, Richard Dobson, Xi Bai, Zeljko Kraljevic

arxiv:2310.04468 v1 · 2023-10-05 · 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{5RMKWPZVR6B6EZGQ2VCUGZV2KE}

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

SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

Receipt and verification

First computed	2026-07-05T06:58:18.792033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec58ab3f358f83e264d0d5454366ba511e9f201b4f99f2cde6384e508428c8fd

Aliases

arxiv: 2310.04468 · arxiv_version: 2310.04468v1 · doi: 10.48550/arxiv.2310.04468 · pith_short_12: 5RMKWPZVR6B6 · pith_short_16: 5RMKWPZVR6B6EZGQ · pith_short_8: 5RMKWPZV

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/5RMKWPZVR6B6EZGQ2VCUGZV2KE \
  | 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: ec58ab3f358f83e264d0d5454366ba511e9f201b4f99f2cde6384e508428c8fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71120c66f8e4ec98a5e375c9e82bbcccc6a2dc4f7cfbd19d7d211be5e4f7fabc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-05T19:10:18Z",
    "title_canon_sha256": "419d6f550b5f67ddfe4dec04ac7fa0c223227f724e801caa57e4045e1ae2abc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04468",
    "kind": "arxiv",
    "version": 1
  }
}