Pith Number

pith:A55ZKWT5

pith:2023:A55ZKWT5SNWCURMK6FGQUT5EDJ

not attested not anchored not stored refs pending

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

Mickael Rouvier, Richard Dufour, Yanis Labrak

arxiv:2307.12114 v3 · 2023-07-22 · cs.CL · cs.AI · 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{A55ZKWT5SNWCURMK6FGQUT5EDJ}

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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

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task

Receipt and verification

First computed	2026-07-05T08:29:16.580053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

077b955a7d936c2a458af14d0a4fa41a6be131c6aee51e400024b09cd25e20e2

Aliases

arxiv: 2307.12114 · arxiv_version: 2307.12114v3 · doi: 10.48550/arxiv.2307.12114 · pith_short_12: A55ZKWT5SNWC · pith_short_16: A55ZKWT5SNWCURMK · pith_short_8: A55ZKWT5

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/A55ZKWT5SNWCURMK6FGQUT5EDJ \
  | 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: 077b955a7d936c2a458af14d0a4fa41a6be131c6aee51e400024b09cd25e20e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "809dfc271b70806fcb63a0ace541e3f868f550a128d1d11b7e8f2aef16f8f4f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-22T15:58:17Z",
    "title_canon_sha256": "90abaeab4c8bbdff996dec30dedf1e523f054064522a6590b6a837186c4516c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12114",
    "kind": "arxiv",
    "version": 3
  }
}