Pith Number

pith:GEOTSSGI

pith:2023:GEOTSSGIF4XEUHG24VZ5ZT45XW

not attested not anchored not stored refs pending

Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation

Bo Han, Gang Niu, Geng Yu, Jiangchao Yao, Jianing Zhu, Masashi Sugiyama, Tongliang Liu

arxiv:2310.13923 v2 · 2023-10-21 · 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{GEOTSSGIF4XEUHG24VZ5ZT45XW}

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	2026-07-05T07:05:14.178208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

311d3948c82f2e4a1cdae573dccf9dbda98ce0aab0a30490f051a142cfbc878b

Aliases

arxiv: 2310.13923 · arxiv_version: 2310.13923v2 · doi: 10.48550/arxiv.2310.13923 · pith_short_12: GEOTSSGIF4XE · pith_short_16: GEOTSSGIF4XEUHG2 · pith_short_8: GEOTSSGI

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/GEOTSSGIF4XEUHG24VZ5ZT45XW \
  | 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: 311d3948c82f2e4a1cdae573dccf9dbda98ce0aab0a30490f051a142cfbc878b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff9ad23676630fd13910fd817fdd05ed4ff919138a6db70f99107811f1e48bcc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-21T07:16:09Z",
    "title_canon_sha256": "970af0c0f9f2cf5f46351e873edb860d03a7a081ca20532e9d5d3524330f38da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13923",
    "kind": "arxiv",
    "version": 2
  }
}