Pith Number

pith:G6VTLX3G

pith:2024:G6VTLX3GTZA6NQV3PD4PQELTUU

not attested not anchored not stored refs pending

Simulation-based inference has its own Dodelson-Schneider effect (but it knows that it does)

Daniel Gruen, Jed Homer, Oliver Friedrich

arxiv:2412.02311 v1 · 2024-12-03 · astro-ph.CO · astro-ph.IM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6VTLX3GTZA6NQV3PD4PQELTUU}

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

Machine Learning Techniques for Astrophysics and Cosmology: Simulation-Based Inference

Receipt and verification

First computed	2026-07-05T11:33:48.314996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37ab35df669e41e6c2bb78f8f81173a51e1b53936478b712a2321bb27750006f

Aliases

arxiv: 2412.02311 · arxiv_version: 2412.02311v1 · doi: 10.48550/arxiv.2412.02311 · pith_short_12: G6VTLX3GTZA6 · pith_short_16: G6VTLX3GTZA6NQV3 · pith_short_8: G6VTLX3G

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/G6VTLX3GTZA6NQV3PD4PQELTUU \
  | 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: 37ab35df669e41e6c2bb78f8f81173a51e1b53936478b712a2321bb27750006f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c79f765a5bbf9ff6e3b486c3794a74982f5998def4a85b83e4763fd27636d15",
    "cross_cats_sorted": [
      "astro-ph.IM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2024-12-03T09:28:05Z",
    "title_canon_sha256": "49d6c8181989647be36e3e30819bb8f09185056444d2a655b82e8037215279fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02311",
    "kind": "arxiv",
    "version": 1
  }
}