Pith Number

pith:K4GCSEAL

pith:2026:K4GCSEAL4DJJIF7LTXUQ6QP6WZ

not attested not anchored not stored refs pending

Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction with NightLANP

Ashish Mahabal, Federica B. Bianco, Siddharth Chaini

arxiv:2605.27527 v1 · 2026-05-26 · 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{K4GCSEAL4DJJIF7LTXUQ6QP6WZ}

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.

Receipt and verification

First computed	2026-05-28T01:04:14.339686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

570c29100be0d29417eb9de90f41feb656a52121f5c324130daa93bd460770e7

Aliases

arxiv: 2605.27527 · arxiv_version: 2605.27527v1 · doi: 10.48550/arxiv.2605.27527 · pith_short_12: K4GCSEAL4DJJ · pith_short_16: K4GCSEAL4DJJIF7L · pith_short_8: K4GCSEAL

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/K4GCSEAL4DJJIF7LTXUQ6QP6WZ \
  | 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: 570c29100be0d29417eb9de90f41feb656a52121f5c324130daa93bd460770e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a7fd36b15401dfb501322c65efe9d908b60934a5f6c676db0dbde75bd0a8566",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2026-05-26T18:01:39Z",
    "title_canon_sha256": "8f4e0469f69c4bf76af6cdc871eae1705bd797bdac809766efc88da21e29a6fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27527",
    "kind": "arxiv",
    "version": 1
  }
}