Pith Number

pith:TDI4VUIB

pith:2023:TDI4VUIBEXIM3HVETRNVCZH7RV

not attested not anchored not stored refs pending

The ROAD to discovery: machine learning-driven anomaly detection in radio astronomy spectrograms

Albert-Jan Boonstra, Cees de Laat, Elena Ranguelova, Marco Iacobelli, Michael Mesarcik, Rob van Nieuwpoort

arxiv:2307.01054 v1 · 2023-07-03 · astro-ph.IM · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDI4VUIBEXIM3HVETRNVCZH7RV}

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

Frabjous: Deep Learning Fast Radio Burst Morphologies

Receipt and verification

First computed	2026-07-05T07:23:04.113207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98d1cad10125d0cd9ea49c5b5164ff8d509770d5fa954a9687981e5788df48d7

Aliases

arxiv: 2307.01054 · arxiv_version: 2307.01054v1 · doi: 10.48550/arxiv.2307.01054 · pith_short_12: TDI4VUIBEXIM · pith_short_16: TDI4VUIBEXIM3HVE · pith_short_8: TDI4VUIB

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/TDI4VUIBEXIM3HVETRNVCZH7RV \
  | 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: 98d1cad10125d0cd9ea49c5b5164ff8d509770d5fa954a9687981e5788df48d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d53b8f2036df46054c41769fa84820912912909a57006705e67a9674191f26b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2023-07-03T14:34:27Z",
    "title_canon_sha256": "84cd74cb1c9bd6e634585fb81a27d6f5df175e8224eb128113ffbb3c69a19cbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01054",
    "kind": "arxiv",
    "version": 1
  }
}