Pith Number

pith:ICVBGSN7

pith:2024:ICVBGSN7ERMG6JCWT4X3K52KFH

not attested not anchored not stored refs pending

Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?

Arian Askari, Michael Parsons, Sarah Fancher, Seyed Amin Tabatabaei

arxiv:2412.05137 v1 · 2024-12-06 · 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{ICVBGSN7ERMG6JCWT4X3K52KFH}

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

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces

Receipt and verification

First computed	2026-07-05T09:45:28.955731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40aa1349bf24586f24569f2fb5774a29c1a483d4e2ca28c28c84021c680615a0

Aliases

arxiv: 2412.05137 · arxiv_version: 2412.05137v1 · doi: 10.48550/arxiv.2412.05137 · pith_short_12: ICVBGSN7ERMG · pith_short_16: ICVBGSN7ERMG6JCW · pith_short_8: ICVBGSN7

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/ICVBGSN7ERMG6JCWT4X3K52KFH \
  | 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: 40aa1349bf24586f24569f2fb5774a29c1a483d4e2ca28c28c84021c680615a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26f9046e13344bda19047860391071d756c07306f04efe5fe5b0d3f708736aa7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-06T15:51:22Z",
    "title_canon_sha256": "9a17e1be5015cbf7113ead56a29d989f3d4fbd57ffc46f8d79302d505c2bdf4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05137",
    "kind": "arxiv",
    "version": 1
  }
}