Pith Number

pith:ULYAOYJW

pith:2025:ULYAOYJWF7YC4Q33ZH5HUJE24R

not attested not anchored not stored refs pending

SubROC: AUC-Based Discovery of Exceptional Subgroup Performance for Binary Classifiers

Amin Mirzaei, Bjarne C. Hiller, Florian Lemmerich, Kutalm{\i}\c{s} Co\c{s}kun, Martin Becker, Tom Siegl

arxiv:2505.11283 v2 · 2025-05-16 · 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{ULYAOYJWF7YC4Q33ZH5HUJE24R}

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	2026-07-05T12:00:01.141703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f00761362ff02e437bc9fa7a249ae4460dbf038b699e68db4f5672fb3e4de3

Aliases

arxiv: 2505.11283 · arxiv_version: 2505.11283v2 · doi: 10.48550/arxiv.2505.11283 · pith_short_12: ULYAOYJWF7YC · pith_short_16: ULYAOYJWF7YC4Q33 · pith_short_8: ULYAOYJW

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/ULYAOYJWF7YC4Q33ZH5HUJE24R \
  | 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: a2f00761362ff02e437bc9fa7a249ae4460dbf038b699e68db4f5672fb3e4de3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b54b814a83cfeddaaf82b34fb8c473c0fb08809156d05f7521874c7babfe133",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T14:18:40Z",
    "title_canon_sha256": "1dad8278ad98611f665ee0464f67c65e87e249a8ab57d2d31e0e200b9de29664"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11283",
    "kind": "arxiv",
    "version": 2
  }
}