Pith Number

pith:6YQ5JEEO

pith:2025:6YQ5JEEOFLZJC37OR4UVIAUKP7

not attested not anchored not stored refs pending

ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports

Aynur Guluzade, Carlos A Velasco, Florim Hamiti, Jahid Hasan Polash, Naguib Heiba, Yehya Mohamad, Zeyd Boukhers

arxiv:2502.05638 v1 · 2025-02-08 · 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{6YQ5JEEOFLZJC37OR4UVIAUKP7}

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	2026-07-05T11:33:19.673026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f621d4908e2af2916fee8f2954028a7fe1c4b3b620438cb8d01919b54f88cfcd

Aliases

arxiv: 2502.05638 · arxiv_version: 2502.05638v1 · doi: 10.48550/arxiv.2502.05638 · pith_short_12: 6YQ5JEEOFLZJ · pith_short_16: 6YQ5JEEOFLZJC37O · pith_short_8: 6YQ5JEEO

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/6YQ5JEEOFLZJC37OR4UVIAUKP7 \
  | 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: f621d4908e2af2916fee8f2954028a7fe1c4b3b620438cb8d01919b54f88cfcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11de7528bde0556848e229ed45a2e27cb85c84f5d887a402463ec38b2fd34ac8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T16:44:56Z",
    "title_canon_sha256": "cb2be58a9a8ec76ec66bf7c77109ef3278d3a09b7da092277bc4563bcdad0bb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05638",
    "kind": "arxiv",
    "version": 1
  }
}