Pith Number

pith:YFES5CT3

pith:2025:YFES5CT3SU232XXV426NVM6SH5

not attested not anchored not stored refs pending

When (not) to trust Monte Carlo approximations for hierarchical Bayesian inference

Jack Heinzel, Salvatore Vitale

arxiv:2509.07221 v1 · 2025-09-08 · astro-ph.HE · 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{YFES5CT3SU232XXV426NVM6SH5}

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

9 papers in Pith

Evidence for additional structure in the effective spin distribution hints at multiple formation pathways in GWTC-5.0

Joint population and strong-lensing inference for resolved gravitational-wave events probes the black-hole merger rate beyond the peak of star formation

Constraining Gravitational Wave Memory with Hierarchical Inference

Gravitational-wave constraints on $H_0$ are robust to (putative) redshift evolution in the binary black hole mass spectrum at current sensitivity

Measurement prospects for the pair-instability mass cutoff with gravitational waves

Receipt and verification

First computed	2026-07-05T12:07:17.835217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1492e8a7b9535bd5ef5e6bcdab3d23f669583e96b3c5d4392b73f034e367f87

Aliases

arxiv: 2509.07221 · arxiv_version: 2509.07221v1 · doi: 10.48550/arxiv.2509.07221 · pith_short_12: YFES5CT3SU23 · pith_short_16: YFES5CT3SU232XXV · pith_short_8: YFES5CT3

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/YFES5CT3SU232XXV426NVM6SH5 \
  | 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: c1492e8a7b9535bd5ef5e6bcdab3d23f669583e96b3c5d4392b73f034e367f87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4b96ea13d92da7b1e05db239b9dcacfbab00263decce253c6c59140180a98a3",
    "cross_cats_sorted": [
      "astro-ph.IM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.HE",
    "submitted_at": "2025-09-08T21:03:55Z",
    "title_canon_sha256": "8b4956bfd1c9587b533af00a01cfd216923a75c450453acfc1f146c701ac1cef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07221",
    "kind": "arxiv",
    "version": 1
  }
}