Pith Number

pith:GKT6PVKF

pith:2018:GKT6PVKFHRB7UJFGEXMJH7OE6W

not attested not anchored not stored refs pending

Machine Learning-based Brokers for Real-time Classification of the LSST Alert Stream

Abhijit Saha, Carlos Scheidegger, Clark Taylor, Eric Michael Evans, Eric Welch, Gautham Narayan, Jackson Toeniskoetter, John Kececioglu, Michelle Lochner, Monika D. Soraisam, Navdeep Singh, Richard T. Snodgrass, Robert L. Seaman, Robert S. Maier, Shuo Yang, Songzhe Zhu, Stephen T. Ridgway, Tayeb Zaidi, Thomas Matheson, Tim Axelrod, Tim Jenness, Zhenge Zhao, Zhe Wang

arxiv:1801.07323 v1 · 2018-01-22 · astro-ph.IM · astro-ph.CO · astro-ph.HE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKT6PVKFHRB7UJFGEXMJH7OE6W}

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

Machine Learning for Multi-messenger Probes of New Physics and Cosmology: A Review and Perspective

Receipt and verification

First computed	2026-05-18T00:15:16.694850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32a7e7d5453c43fa24a625d893fdc4f5a3c598c68c79196a56b8ea720eab388e

Aliases

arxiv: 1801.07323 · arxiv_version: 1801.07323v1 · doi: 10.48550/arxiv.1801.07323 · pith_short_12: GKT6PVKFHRB7 · pith_short_16: GKT6PVKFHRB7UJFG · pith_short_8: GKT6PVKF

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/GKT6PVKFHRB7UJFGEXMJH7OE6W \
  | 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: 32a7e7d5453c43fa24a625d893fdc4f5a3c598c68c79196a56b8ea720eab388e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40857a1dec1ea3b934c9ab141bd1c3005c7a67fcb24a91d711c02bee8b213b5b",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "astro-ph.HE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2018-01-22T21:08:04Z",
    "title_canon_sha256": "8d579ad374be19ee7ee800e11b85af3bb4dad596245f28661f6b473bc88e16f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.07323",
    "kind": "arxiv",
    "version": 1
  }
}