Pith Number

pith:GVOEBWS2

pith:2024:GVOEBWS2VTA5RSQAG2G7ZYUSPU

not attested not anchored not stored refs pending

LLMs in Biomedicine: A study on clinical Named Entity Recognition

Fazlolah Mohaghegh, Jiaxin Yang, Joel Stremmel, Kai-Wei Chang, Masoud Monajatipoor, Melika Emami, Mozhdeh Rouhsedaghat

arxiv:2404.07376 v2 · 2024-04-10 · 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{GVOEBWS2VTA5RSQAG2G7ZYUSPU}

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.

Cited by

5 papers in Pith

Task Decomposition for Efficient Annotation

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study

Implicit Framing in Obstetric Counseling Notes: A Grounded LLM Pipeline on a VBAC-Eligible Cohort

FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts

A Mechanism and Optimization Study on the Impact of Information Density on User-Generated Content Named Entity Recognition

Receipt and verification

First computed	2026-07-05T08:42:35.107900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

355c40da5aacc1d8ca00368dfce2927d0b3e77711f03d0bbd44a26374b0c9d16

Aliases

arxiv: 2404.07376 · arxiv_version: 2404.07376v2 · doi: 10.48550/arxiv.2404.07376 · pith_short_12: GVOEBWS2VTA5 · pith_short_16: GVOEBWS2VTA5RSQA · pith_short_8: GVOEBWS2

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/GVOEBWS2VTA5RSQAG2G7ZYUSPU \
  | 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: 355c40da5aacc1d8ca00368dfce2927d0b3e77711f03d0bbd44a26374b0c9d16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "555a683bd4fd39ea68272f0ef41b7787695620916545b372308ed90ce58b2326",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-10T22:26:26Z",
    "title_canon_sha256": "c16f042ce4cf9d54eec5c3ac4215fa0cf564e6185a67555fae699f5826ac5483"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07376",
    "kind": "arxiv",
    "version": 2
  }
}