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Pith Number

pith:OZCDBF2V

pith:2019:OZCDBF2VINJYWW5XXKX64CMHFN
not attested not anchored not stored refs pending

Real-bogus classification for the Zwicky Transient Facility using deep learning

Ashish Mahabal, Ben Rusholme, Charlotte Ward, Dmitry A. Duev, Frank J. Masci, Ishani Karmarkar, Mansi M. Kasliwal, Matthew J. Graham, Richard Walters, Sara Frederick, Umaa Rebbapragada

arxiv:1907.11259 v1 · 2019-07-25 · astro-ph.IM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OZCDBF2VINJYWW5XXKX64CMHFN}

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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

Receipt and verification
First computed 2026-07-05T00:06:51.198495Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

764430975543538b5bb7baafee09872b5404bc5e6cebab060cffdd97f4299d0f

Aliases

arxiv: 1907.11259 · arxiv_version: 1907.11259v1 · doi: 10.48550/arxiv.1907.11259 · pith_short_12: OZCDBF2VINJY · pith_short_16: OZCDBF2VINJYWW5X · pith_short_8: OZCDBF2V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OZCDBF2VINJYWW5XXKX64CMHFN \
  | 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: 764430975543538b5bb7baafee09872b5404bc5e6cebab060cffdd97f4299d0f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "294e28f22ba6f6ef7e2a31b0ba3d9d7fa9089762c6ccf0a92e2041baa7fe2f31",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2019-07-25T18:10:28Z",
    "title_canon_sha256": "6de3f1b7a789843ba9dcdaaf9cc5bf0d5b69fb2f1258dc5409c4d55541cdcf87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.11259",
    "kind": "arxiv",
    "version": 1
  }
}