Pith Number

pith:5HF5LK2T

pith:2021:5HF5LK2TORZTA26KJV3CRUGWGQ

not attested not anchored not stored refs pending

Detecting OODs as datapoints with High Uncertainty

Anirban Roy, Insup Lee, Oleg Sokolsky, Ramneet Kaur, Sangdon Park, Susmit Jha

arxiv:2108.06380 v1 · 2021-08-13 · 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{5HF5LK2TORZTA26KJV3CRUGWGQ}

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

Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios

Receipt and verification

First computed	2026-07-05T03:07:16.276925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9cbd5ab537473306bca4d7628d0d63419f52f807165ca9bd7ebbd058406f238

Aliases

arxiv: 2108.06380 · arxiv_version: 2108.06380v1 · doi: 10.48550/arxiv.2108.06380 · pith_short_12: 5HF5LK2TORZT · pith_short_16: 5HF5LK2TORZTA26K · pith_short_8: 5HF5LK2T

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/5HF5LK2TORZTA26KJV3CRUGWGQ \
  | 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: e9cbd5ab537473306bca4d7628d0d63419f52f807165ca9bd7ebbd058406f238

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97bbf8cdca9fcef8b9f24293dacdae95e1a90d0250df2a4985743ec6a3bfe6c8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-13T20:07:42Z",
    "title_canon_sha256": "6bd48fe527f7576cd498c484bdbf4a07697926da9617364868bb31d65666d608"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.06380",
    "kind": "arxiv",
    "version": 1
  }
}