Pith Number

pith:EDZX35WR

pith:2022:EDZX35WR4APSMCM7ERE24KCWFD

not attested not anchored not stored refs pending

Clinical Prompt Learning with Frozen Language Models

Alejo Nevado-Holgado, Andrey Kormilitzin, Dan Joyce, Niall Taylor, Yi Zhang

arxiv:2205.05535 v1 · 2022-05-11 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EDZX35WR4APSMCM7ERE24KCWFD}

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	2026-07-05T04:22:26.579928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20f37df6d1e01f26099f2449ae285628f06fcf1f2e3862173c0f1e1a5fd1e537

Aliases

arxiv: 2205.05535 · arxiv_version: 2205.05535v1 · doi: 10.48550/arxiv.2205.05535 · pith_short_12: EDZX35WR4APS · pith_short_16: EDZX35WR4APSMCM7 · pith_short_8: EDZX35WR

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/EDZX35WR4APSMCM7ERE24KCWFD \
  | 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: 20f37df6d1e01f26099f2449ae285628f06fcf1f2e3862173c0f1e1a5fd1e537

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1db5aea26e8a761182f6d755998f82cccd96091fa540865a312006ee8c56939",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-11T14:25:13Z",
    "title_canon_sha256": "81912090d5384f2c2c57fcae2f423986fe5a12aaa90bd402430e514f67c6179c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.05535",
    "kind": "arxiv",
    "version": 1
  }
}