Pith Number

pith:WQSUGRGU

pith:2025:WQSUGRGUS6K7HDL5ASC6HPXJ5O

not attested not anchored not stored refs pending

Applying multimodal learning to Classify transient Detections Early (AppleCiDEr) I: Data set, methods, and infrastructure

Alexandra Junell, Antoine Le Calloch, Argyro Sasli, Avery Wold, Benny Border, David Hale, Felipe Fontinele Nunes, Jesper Sollerman, Josiah Purdum, Mansi M. Kasliwal, Maojie Xu, Mariia Rizhko, Matthew J. Graham, Michael W. Coughlin, Nabeel Rehemtulla, Niharika Sravan, Shaowei Wu, Steven L. Groom, Sushant Sharma Chaudhary, Theophile Jegou Du Laz, Yu-Jing Qin

arxiv:2507.16088 v2 · 2025-07-21 · astro-ph.IM · 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{WQSUGRGUS6K7HDL5ASC6HPXJ5O}

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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

4 papers in Pith

Catching Disguised Transients with ASTRANet: Anomaly-Aware Spectroscopic Classification and Conformal Calibration

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility

A useful representation of TESS light curves

The ZTF-ULTRASAT experiment: Characterizing the non-transients in ULTRASAT's high cadence survey

Receipt and verification

First computed	2026-07-05T11:42:33.476797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4254344d49795f38d7d0485e3bee9eb9d0748efd9d7a3785a4d6309f05c43f1

Aliases

arxiv: 2507.16088 · arxiv_version: 2507.16088v2 · doi: 10.48550/arxiv.2507.16088 · pith_short_12: WQSUGRGUS6K7 · pith_short_16: WQSUGRGUS6K7HDL5 · pith_short_8: WQSUGRGU

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/WQSUGRGUS6K7HDL5ASC6HPXJ5O \
  | 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: b4254344d49795f38d7d0485e3bee9eb9d0748efd9d7a3785a4d6309f05c43f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57792567f0531d1df0035f81d002cdbf2449cb511e8d522889b36ef60757bfdb",
    "cross_cats_sorted": [
      "astro-ph.HE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2025-07-21T21:55:14Z",
    "title_canon_sha256": "f2b49bac4a22ad1cfee3108e4355067b41e05ab8bb58d8ba3fc23e666333494b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16088",
    "kind": "arxiv",
    "version": 2
  }
}