Pith Number

pith:YHBBE77G

pith:2024:YHBBE77GBX5SHLGFZ55RXUISO5

not attested not anchored not stored refs pending

Zero-shot and Few-shot Generation Strategies for Artificial Clinical Records

Erlend Frayling, Graham McDonald, Jake Lever

arxiv:2403.08664 v2 · 2024-03-13 · 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{YHBBE77GBX5SHLGFZ55RXUISO5}

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	2026-07-05T07:56:04.616384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1c2127fe60dfb23acc5cf7b1bd1127771acc3f110dd2b5543ea1c3d5888e391

Aliases

arxiv: 2403.08664 · arxiv_version: 2403.08664v2 · doi: 10.48550/arxiv.2403.08664 · pith_short_12: YHBBE77GBX5S · pith_short_16: YHBBE77GBX5SHLGF · pith_short_8: YHBBE77G

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/YHBBE77GBX5SHLGFZ55RXUISO5 \
  | 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: c1c2127fe60dfb23acc5cf7b1bd1127771acc3f110dd2b5543ea1c3d5888e391

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d381c0a11ed93279297b18d3f62a87dcafb1b7d2f534199e2508ab40281b14e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T16:17:09Z",
    "title_canon_sha256": "ef48fded39d0eae7650617eb7ca5916e94476c60cff4de5225301d2289602bdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08664",
    "kind": "arxiv",
    "version": 2
  }
}