Pith Number

pith:ECMZ53G3

pith:2024:ECMZ53G36Z722OW3BLYZXQOWKY

not attested not anchored not stored refs pending

GalaxiesML: a dataset of galaxy images, photometry, redshifts, and structural parameters for machine learning

(2) Southern Oregon University, 3), (3) University of Washington), Bernie Boscoe (2), Evan Jones (1), Kevin Alfaro (1) ((1) UCLA, Tuan Do (1), Yun Qi Li (1

arxiv:2410.00271 v1 · 2024-09-30 · astro-ph.CO · astro-ph.IM · 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{ECMZ53G36Z722OW3BLYZXQOWKY}

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

3 papers in Pith

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network

Accelerating Redshift-Conditioned Galaxy Image Synthesis with One-step Generative Modeling

The Dyson Minds 2025 Workshop: SETI around Black Holes

Receipt and verification

First computed	2026-07-05T09:14:02.071665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20999eecdbf67fad3adb0af19bc1d6563009b60a93ab804f3d0c6813e68ebf44

Aliases

arxiv: 2410.00271 · arxiv_version: 2410.00271v1 · doi: 10.48550/arxiv.2410.00271 · pith_short_12: ECMZ53G36Z72 · pith_short_16: ECMZ53G36Z722OW3 · pith_short_8: ECMZ53G3

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/ECMZ53G36Z722OW3BLYZXQOWKY \
  | 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: 20999eecdbf67fad3adb0af19bc1d6563009b60a93ab804f3d0c6813e68ebf44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3013669ba8e6a1db262bf65003318dcb9fdf979bf426fe9550337b0e0879bbf7",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2024-09-30T22:46:44Z",
    "title_canon_sha256": "5a587a099745916d6b91309ad8ff68763123fb87505213e0c7557d8a39f37022"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00271",
    "kind": "arxiv",
    "version": 1
  }
}