Pith Number

pith:SOMCZOTG

pith:2025:SOMCZOTGYSTNHPRJUSBCBNDFXB

not attested not anchored not stored refs pending

Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks

Abeed Sarker, Yuting Guo

arxiv:2503.15169 v2 · 2025-03-19 · 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{SOMCZOTGYSTNHPRJUSBCBNDFXB}

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

1 paper in Pith

Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data

Receipt and verification

First computed	2026-07-05T11:00:05.701810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93982cba66c4a6d3be29a48220b465b8427370dacf4f072ad60a9fe10cdb6324

Aliases

arxiv: 2503.15169 · arxiv_version: 2503.15169v2 · doi: 10.48550/arxiv.2503.15169 · pith_short_12: SOMCZOTGYSTN · pith_short_16: SOMCZOTGYSTNHPRJ · pith_short_8: SOMCZOTG

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/SOMCZOTGYSTNHPRJUSBCBNDFXB \
  | 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: 93982cba66c4a6d3be29a48220b465b8427370dacf4f072ad60a9fe10cdb6324

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6e5a533c76dbf95462392b71a9ef5ecb38e8a3c20acb47c9c7be0d3feb26dd9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-19T12:51:52Z",
    "title_canon_sha256": "02047b523506023bf29427f3fbac98bd94346347373e7d0cc0d67b8da56f4ef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15169",
    "kind": "arxiv",
    "version": 2
  }
}