Pith Number

pith:NXXFSHQL

pith:2025:NXXFSHQLSQYZCNHZFINXVHSU4B

not attested not anchored not stored refs pending

Early Stopping Tabular In-Context Learning

Frank Hutter, Jaris K\"uken, Lennart Purucker

arxiv:2506.21387 v2 · 2025-06-26 · 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{NXXFSHQLSQYZCNHZFINXVHSU4B}

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

2 papers in Pith

TabSwift: An Efficient Tabular Foundation Model with Row-Wise Attention

Algorithmic Recourse of In-Context Learning for Tabular Data

Receipt and verification

First computed	2026-07-05T11:28:38.391142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dee591e0b94319134f92a1b7a9e54e05dfd9c6fb084aada876b8aeb5c131f67

Aliases

arxiv: 2506.21387 · arxiv_version: 2506.21387v2 · doi: 10.48550/arxiv.2506.21387 · pith_short_12: NXXFSHQLSQYZ · pith_short_16: NXXFSHQLSQYZCNHZ · pith_short_8: NXXFSHQL

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/NXXFSHQLSQYZCNHZFINXVHSU4B \
  | 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: 6dee591e0b94319134f92a1b7a9e54e05dfd9c6fb084aada876b8aeb5c131f67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a81a88a75f05b03ef9adf177086698d5a587977aa482c9dcc069a2fa14f55fd7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-26T15:36:37Z",
    "title_canon_sha256": "cdf90d679eee0cc3742c217319f3b66ae477023d1f96ae9f3b51a1175281f5d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21387",
    "kind": "arxiv",
    "version": 2
  }
}