Pith Number

pith:GBM3GG3B

pith:2025:GBM3GG3BU7WOGQOX6CP7QHGWHH

not attested not anchored not stored refs pending

How to Achieve Higher Accuracy with Less Training Points?

Anupam Pani, Jinghan Yang, Yunchao Zhang

arxiv:2504.13586 v1 · 2025-04-18 · cs.LG · stat.AP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GBM3GG3BU7WOGQOX6CP7QHGWHH}

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

Tri-Info: Generalizable, Interpretable Failure Prediction for VLA Models via Information Theory

Receipt and verification

First computed	2026-07-05T10:50:58.551285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3059b31b61a7ece341d7f09ff81cd639dabcf06798709603623db74236d511b8

Aliases

arxiv: 2504.13586 · arxiv_version: 2504.13586v1 · doi: 10.48550/arxiv.2504.13586 · pith_short_12: GBM3GG3BU7WO · pith_short_16: GBM3GG3BU7WOGQOX · pith_short_8: GBM3GG3B

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/GBM3GG3BU7WOGQOX6CP7QHGWHH \
  | 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: 3059b31b61a7ece341d7f09ff81cd639dabcf06798709603623db74236d511b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6bccc25ee2dc0082f61e5044471f0d0edd286179225ff1fb280966022ff31e",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-18T09:38:26Z",
    "title_canon_sha256": "5893179635475012a9d5ce563e70084bcf63e994eaaf99e4948bd21d17f30c1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13586",
    "kind": "arxiv",
    "version": 1
  }
}