Pith Number

pith:6KKY5CM3

pith:2022:6KKY5CM3FSL7BFVLHETLK3UVQ6

not attested not anchored not stored refs pending

Large Language Models are Few-Shot Clinical Information Extractors

David Sontag, Hunter Lang, Monica Agrawal, Stefan Hegselmann, Yoon Kim

arxiv:2205.12689 v2 · 2022-05-25 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6KKY5CM3FSL7BFVLHETLK3UVQ6}

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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

7 papers in Pith

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

Towards Expert-Level Medical Question Answering with Large Language Models

RECOVER: Designing a Large Language Model-based Remote Patient Monitoring System for Postoperative Gastrointestinal Cancer Care

Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information

Towards an AI co-scientist

Receipt and verification

First computed	2026-07-05T05:21:01.361124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2958e899b2c97f096ab3926b56e95878104a7a558f8ddd5060a0264b00b83f3

Aliases

arxiv: 2205.12689 · arxiv_version: 2205.12689v2 · doi: 10.48550/arxiv.2205.12689 · pith_short_12: 6KKY5CM3FSL7 · pith_short_16: 6KKY5CM3FSL7BFVL · pith_short_8: 6KKY5CM3

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/6KKY5CM3FSL7BFVLHETLK3UVQ6 \
  | 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: f2958e899b2c97f096ab3926b56e95878104a7a558f8ddd5060a0264b00b83f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f21df9d1a72a7ef224fff4e188db3880826144b3a9bdfa5dc8616d82c91e3a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T11:49:58Z",
    "title_canon_sha256": "be13c61ce8d8f94c6a4f3e7f5a849f34a11a58af1b1f02936e1b54c65f561b64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12689",
    "kind": "arxiv",
    "version": 2
  }
}