Pith Number

pith:GNM5N2LA

pith:2025:GNM5N2LABKQITLIIDWQ3O2LRCK

not attested not anchored not stored refs pending

Out-of-Distribution Detection Methods Answer the Wrong Questions

Andrew Gordon Wilson, C. Bayan Bruss, Daohan Lu, Polina Kirichenko, Shikai Qiu, Tim G. J. Rudner, Yucen Lily Li

arxiv:2507.01831 v1 · 2025-07-02 · cs.LG · 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{GNM5N2LABKQITLIIDWQ3O2LRCK}

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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

Beyond Binary Out-of-Distribution Detection: Characterizing Distributional Shifts with Multi-Statistic Diffusion Trajectories

Receipt and verification

First computed	2026-07-05T11:30:56.117712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3359d6e9600aa089ad081da1b7697112a517f60818cb3931efbe06cd65c784f4

Aliases

arxiv: 2507.01831 · arxiv_version: 2507.01831v1 · doi: 10.48550/arxiv.2507.01831 · pith_short_12: GNM5N2LABKQI · pith_short_16: GNM5N2LABKQITLII · pith_short_8: GNM5N2LA

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/GNM5N2LABKQITLIIDWQ3O2LRCK \
  | 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: 3359d6e9600aa089ad081da1b7697112a517f60818cb3931efbe06cd65c784f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43c3d5b94021198f68d12221eaf7f27dc16d13c3beb0de8294945c949fd862b7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-02T15:45:17Z",
    "title_canon_sha256": "7fdf5eb4103cb67f8455f8ae13d2c7a78661a40c28e1fa82600afe20bc859e55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01831",
    "kind": "arxiv",
    "version": 1
  }
}