Pith Number

pith:FIV3AMWG

pith:2024:FIV3AMWGBUSFVENV52L4DKODSU

not attested not anchored not stored refs pending

Ensembling Finetuned Language Models for Text Classification

Arber Zela, Frank Hutter, Josif Grabocka, Lennart Purucker, Maciej Janowski, Sebastian Pineda Arango

arxiv:2410.19889 v1 · 2024-10-25 · cs.CL · 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{FIV3AMWGBUSFVENV52L4DKODSU}

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	2026-07-05T09:26:35.316664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a2bb032c60d245a91b5ee97c1a9c3950cd0cbba6ba836edb9599e3c587e603a

Aliases

arxiv: 2410.19889 · arxiv_version: 2410.19889v1 · doi: 10.48550/arxiv.2410.19889 · pith_short_12: FIV3AMWGBUSF · pith_short_16: FIV3AMWGBUSFVENV · pith_short_8: FIV3AMWG

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/FIV3AMWGBUSFVENV52L4DKODSU \
  | 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: 2a2bb032c60d245a91b5ee97c1a9c3950cd0cbba6ba836edb9599e3c587e603a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63cf404acbdc692319e947e9e8b5a4eb2db71d37d0088e480fa85b1d35e9dcd8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T09:15:54Z",
    "title_canon_sha256": "907bb8ecffb8b8e36f2374e50f50e528aaeb33d1b9d3d124f1a565250b2c9ad0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19889",
    "kind": "arxiv",
    "version": 1
  }
}