Pith Number

pith:OF5OYOV5

pith:2022:OF5OYOV574KY2WKG666POUIPXZ

not attested not anchored not stored refs pending

Explaining Reject Options of Learning Vector Quantization Classifiers

Andr\'e Artelt, Barbara Hammer, Johannes Brinkrolf, Roel Visser

arxiv:2202.07244 v1 · 2022-02-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OF5OYOV574KY2WKG666POUIPXZ}

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

Robust Ambiguity Detection (RAD) From Model- and Feature-Space Consistency

Receipt and verification

First computed	2026-07-05T03:56:58.077252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

717aec3abdff158d5946f7bcf7510fbe46ee51f8ad6c0c2c2862863d3cac2f53

Aliases

arxiv: 2202.07244 · arxiv_version: 2202.07244v1 · doi: 10.48550/arxiv.2202.07244 · pith_short_12: OF5OYOV574KY · pith_short_16: OF5OYOV574KY2WKG · pith_short_8: OF5OYOV5

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/OF5OYOV574KY2WKG666POUIPXZ \
  | 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: 717aec3abdff158d5946f7bcf7510fbe46ee51f8ad6c0c2c2862863d3cac2f53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "458cd9f720904d3fd02c45fddc7c14593d278b46addc4df194f63010b061caef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-15T08:16:10Z",
    "title_canon_sha256": "277fc31208b5a02fba568578859cc3642522ea96703c8e0a66bdec13f397e1dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.07244",
    "kind": "arxiv",
    "version": 1
  }
}