Pith. sign in
Pith Number

pith:WRE72BBX

pith:2026:WRE72BBX6PRF4H3KAN6IV4WO3Q
not attested not anchored not stored refs pending

Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantification

Benjamin Racine, Bruno Sanchez, Dominique Fouchez, Manal Yassine, Mariam Sabalbal, Maya Guy, Rapha\"el Bonnet-Guerrini, Vincenzo Piuri

arxiv:2607.05393 v1 · 2026-07-06 · astro-ph.IM · astro-ph.GA · astro-ph.HE · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WRE72BBX6PRF4H3KAN6IV4WO3Q}

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 2026-07-07T03:19:29.498261Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b449fd0437f3e25e1f6a037c8af2cedc2032456393c2001eeff5d31366ba37eb

Aliases

arxiv: 2607.05393 · arxiv_version: 2607.05393v1 · doi: 10.48550/arxiv.2607.05393 · pith_short_12: WRE72BBX6PRF · pith_short_16: WRE72BBX6PRF4H3K · pith_short_8: WRE72BBX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WRE72BBX6PRF4H3KAN6IV4WO3Q \
  | 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: b449fd0437f3e25e1f6a037c8af2cedc2032456393c2001eeff5d31366ba37eb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2c8216353dd82090d9584936eb81f8fcff1980014311b3dbf2206aa208066b6c",
    "cross_cats_sorted": [
      "astro-ph.GA",
      "astro-ph.HE",
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2026-07-06T17:59:58Z",
    "title_canon_sha256": "bf72c2e9c1cc081c7a46a9ecb3ecc7b771a341199daaf651c8d4d74d3cec798f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05393",
    "kind": "arxiv",
    "version": 1
  }
}