Pith Number

pith:5YOAFYQP

pith:2023:5YOAFYQPLKIXMHVF2IBKBGUDZL

not attested not anchored not stored refs pending

Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models

Ashish Shugani, Razik Singh Grewal, Sukriti Jaitly, Tanay Shah

arxiv:2312.12464 v2 · 2023-12-18 · cs.LG · cs.AI · 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{5YOAFYQPLKIXMHVF2IBKBGUDZL}

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

LLMTabBench: Evaluating LLMs on Binary Tabular Classification From Zero to Few Shots

LUCAS-MEGA: A Large-Scale Multimodal Dataset for Representation Learning in Soil-Environment Systems

CAARL: In-Context Learning for Interpretable Co-Evolving Time Series Forecasting

Receipt and verification

First computed	2026-07-05T07:26:42.548482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee1c02e20f5a91761ea5d202a09a83cad913b78e25178a1d1bbc305a1da87995

Aliases

arxiv: 2312.12464 · arxiv_version: 2312.12464v2 · doi: 10.48550/arxiv.2312.12464 · pith_short_12: 5YOAFYQPLKIX · pith_short_16: 5YOAFYQPLKIXMHVF · pith_short_8: 5YOAFYQP

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/5YOAFYQPLKIXMHVF2IBKBGUDZL \
  | 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: ee1c02e20f5a91761ea5d202a09a83cad913b78e25178a1d1bbc305a1da87995

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4191441492a82bfa088060d9d0498a9545a12caf3131c32a97185237382a4aba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-18T21:11:17Z",
    "title_canon_sha256": "7baf6f98be51bf1b2ad6c58a9ae15bd5046832f22c331360a8a104381eb58d3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12464",
    "kind": "arxiv",
    "version": 2
  }
}