Pith Number

pith:FQYG54ZT

pith:2026:FQYG54ZTBO2GOPEZHAVGD5ZLMF

not attested not anchored not stored refs pending

AOE: Exhaustive Out-of-Distribution Detection via Recalibrating Outlier Labels

Fengqiang Wan, Qing-Yuan Jiang, Yang Yang

arxiv:2605.28021 v1 · 2026-05-27 · 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{FQYG54ZTBO2GOPEZHAVGD5ZLMF}

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	2026-05-28T01:04:56.220276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c306ef3330bb4673c99382a61f72b615b70f28ac9d7d9d5b17d7f088ea91430

Aliases

arxiv: 2605.28021 · arxiv_version: 2605.28021v1 · doi: 10.48550/arxiv.2605.28021 · pith_short_12: FQYG54ZTBO2G · pith_short_16: FQYG54ZTBO2GOPEZ · pith_short_8: FQYG54ZT

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/FQYG54ZTBO2GOPEZHAVGD5ZLMF \
  | 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: 2c306ef3330bb4673c99382a61f72b615b70f28ac9d7d9d5b17d7f088ea91430

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aead6b02342655155ac66c70ab9f1b2d4c00cae67853fa2b953d2e2e98b0486c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T06:26:09Z",
    "title_canon_sha256": "16df671f22ecdf6e74ceb166cf2bec765a72f59f02fa589b903120b38ecd4292"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28021",
    "kind": "arxiv",
    "version": 1
  }
}