Pith Number

pith:233MQUAO

pith:2020:233MQUAO5S4VZCPXCELET5RCTJ

not attested not anchored not stored refs pending

Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization

Andrew R. Williamson, Antoine Wehenkel, Arnaud Delaunoy, Christoph Weniger, Gilles Louppe, Samaya Nissanke, Tanja Hinderer

arxiv:2010.12931 v5 · 2020-10-24 · astro-ph.IM · cs.LG · gr-qc

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{233MQUAO5S4VZCPXCELET5RCTJ}

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	2026-07-05T02:01:16.487027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6f6c8500eecb95c89f7111649f6229a5fd2831dda3bed172ae84e59d695c087

Aliases

arxiv: 2010.12931 · arxiv_version: 2010.12931v5 · doi: 10.48550/arxiv.2010.12931 · pith_short_12: 233MQUAO5S4V · pith_short_16: 233MQUAO5S4VZCPX · pith_short_8: 233MQUAO

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/233MQUAO5S4VZCPXCELET5RCTJ \
  | 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: d6f6c8500eecb95c89f7111649f6229a5fd2831dda3bed172ae84e59d695c087

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca0ab190de1d344bfaa29b38571b09cc5660fe8c76d2ea85a16c6fd791402b6e",
    "cross_cats_sorted": [
      "cs.LG",
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2020-10-24T16:48:24Z",
    "title_canon_sha256": "3171edf2cd07dfaa4a5d092b601387c1f53bf3778767264842de3429174ed31e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12931",
    "kind": "arxiv",
    "version": 5
  }
}