Pith Number

pith:GO6W47GH

pith:2019:GO6W47GH4SO5I77WVDO2YNF2KL

not attested not anchored not stored refs pending

Modeling the Gaia Color-Magnitude Diagram with Bayesian Neural Flows to Constrain Distance Estimates

David N. Spergel, Lauren Anderson, Miles D. Cranmer, Richard Galvez, Shirley Ho

arxiv:1908.08045 v1 · 2019-08-21 · astro-ph.IM · astro-ph.GA · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GO6W47GH4SO5I77WVDO2YNF2KL}

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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

Extreme Deconvolution Reimagined: Conditional Densities via Neural Networks and an Application in Quasar Classification

Receipt and verification

First computed	2026-07-04T23:59:09.364840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33bd6e7cc7e49dd47ff6a8ddac34ba52f9aa0ec91183f6c8124369e8fda16428

Aliases

arxiv: 1908.08045 · arxiv_version: 1908.08045v1 · doi: 10.48550/arxiv.1908.08045 · pith_short_12: GO6W47GH4SO5 · pith_short_16: GO6W47GH4SO5I77W · pith_short_8: GO6W47GH

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/GO6W47GH4SO5I77WVDO2YNF2KL \
  | 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: 33bd6e7cc7e49dd47ff6a8ddac34ba52f9aa0ec91183f6c8124369e8fda16428

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f0a76c7096195d43cb168a7852993a8f257a57f8375f3ff437af3844deed19b",
    "cross_cats_sorted": [
      "astro-ph.GA",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2019-08-21T18:00:00Z",
    "title_canon_sha256": "aae88045ea8005c3b0a6f4282edd62bac92408c0012fbcee6e5369a12a25e60f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08045",
    "kind": "arxiv",
    "version": 1
  }
}