Pith. sign in
Pith Number

pith:SPML2UWA

pith:2022:SPML2UWANMSXGXAKYKHVSJRMLP
not attested not anchored not stored refs pending

The scatter in the galaxy-halo connection: a machine learning analysis

Deaglan J. Bartlett, Dhayaa Anbajagane, Harry Desmond, Richard Stiskalek

arxiv:2202.14006 v2 · 2022-02-28 · astro-ph.GA · astro-ph.CO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SPML2UWANMSXGXAKYKHVSJRMLP}

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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.
Receipt and verification
First computed 2026-07-05T04:31:49.072055Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

93d8bd52c06b25735c0ac28f59262c5bc47ef4ec3d36d09bc70338621cef7777

Aliases

arxiv: 2202.14006 · arxiv_version: 2202.14006v2 · doi: 10.48550/arxiv.2202.14006 · pith_short_12: SPML2UWANMSX · pith_short_16: SPML2UWANMSXGXAK · pith_short_8: SPML2UWA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SPML2UWANMSXGXAKYKHVSJRMLP \
  | 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: 93d8bd52c06b25735c0ac28f59262c5bc47ef4ec3d36d09bc70338621cef7777
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6c65aa3f0b4703592a4213e94848eb3abddff2b31713ae91725b129fd56f690b",
    "cross_cats_sorted": [
      "astro-ph.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2022-02-28T18:23:45Z",
    "title_canon_sha256": "7a9fb71f80bab931c17f9876b223120fe6d4dd050049f0a627e7ff006995f44e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.14006",
    "kind": "arxiv",
    "version": 2
  }
}