Pith Number

pith:D3CGEH2W

pith:2023:D3CGEH2WFNG43YMWSJAE2FLNF4

not attested not anchored not stored refs pending

Large Language Models Are Zero-Shot Text Classifiers

Yanbin Lin, Yiran Pang, Zhiqiang Wang

arxiv:2312.01044 v1 · 2023-12-02 · 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{D3CGEH2WFNG43YMWSJAE2FLNF4}

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

4 papers in Pith

BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration

ToxiShield: Promoting Inclusive Developer Communication through Real-Time Toxicity Filtering

LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines

Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs

Receipt and verification

First computed	2026-07-05T07:19:28.386310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ec4621f562b4dcde19692404d156d2f34ba662a849e91d67a3aa0f5bf08b2c1

Aliases

arxiv: 2312.01044 · arxiv_version: 2312.01044v1 · doi: 10.48550/arxiv.2312.01044 · pith_short_12: D3CGEH2WFNG4 · pith_short_16: D3CGEH2WFNG43YMW · pith_short_8: D3CGEH2W

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/D3CGEH2WFNG43YMWSJAE2FLNF4 \
  | 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: 1ec4621f562b4dcde19692404d156d2f34ba662a849e91d67a3aa0f5bf08b2c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e5086416a4cd2f96b77389b598114c976e1458a165a68c47cd60606d92b27fd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-02T06:33:23Z",
    "title_canon_sha256": "1f21ad63a973e6e9fbe4928a31d26fa696cf193f23d56824291784b6291387b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01044",
    "kind": "arxiv",
    "version": 1
  }
}