Pith Number

pith:2FZTZ5AD

pith:2024:2FZTZ5AD6WKUARKPA56V4EH6DF

not attested not anchored not stored refs pending

Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning

Franck Vermet, Ian Reid, Jack Valmadre, Luke Smith, Mathias L\"owe, Raphael Lafargue, Vincent Gripon

arxiv:2409.02850 v2 · 2024-09-04 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FZTZ5AD6WKUARKPA56V4EH6DF}

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.

Receipt and verification

First computed	2026-07-05T09:03:56.224776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1733cf403f59540454f077d5e10fe1950b60f23d369eb50e0e9c4867993e852

Aliases

arxiv: 2409.02850 · arxiv_version: 2409.02850v2 · doi: 10.48550/arxiv.2409.02850 · pith_short_12: 2FZTZ5AD6WKU · pith_short_16: 2FZTZ5AD6WKUARKP · pith_short_8: 2FZTZ5AD

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/2FZTZ5AD6WKUARKPA56V4EH6DF \
  | 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: d1733cf403f59540454f077d5e10fe1950b60f23d369eb50e0e9c4867993e852

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec64185c298c66afda826586efc7598c8e492e4f9d7f4331d8c827b022d713d2",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-04T16:20:57Z",
    "title_canon_sha256": "4e8c47aa34fd039a62b70e615ca964ea8d717b1eafc50339cd5e31814db9719c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02850",
    "kind": "arxiv",
    "version": 2
  }
}