Pith Number

pith:464VJM5D

pith:2020:464VJM5DV3FMDBVOWL3IT2R7R4

not attested not anchored not stored refs pending

Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example

Ankit Shah, Julie Shah, Serena Booth, Yilun Zhou

arxiv:2002.10248 v4 · 2020-02-19 · 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{464VJM5DV3FMDBVOWL3IT2R7R4}

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	2026-07-05T01:59:54.930917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7b954b3a3aecac186aeb2f689ea3f8f22be115c8e21911f248f59aee8681854

Aliases

arxiv: 2002.10248 · arxiv_version: 2002.10248v4 · doi: 10.48550/arxiv.2002.10248 · pith_short_12: 464VJM5DV3FM · pith_short_16: 464VJM5DV3FMDBVO · pith_short_8: 464VJM5D

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/464VJM5DV3FMDBVOWL3IT2R7R4 \
  | 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: e7b954b3a3aecac186aeb2f689ea3f8f22be115c8e21911f248f59aee8681854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "498170eba3c7541702a759bf4c76d81ecaab2c2672d91f711f59075083f8e095",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-19T15:49:00Z",
    "title_canon_sha256": "3536d3e7aaf0d8f0cb2c61a1a85d3a6877dc30bb0bc9c23b6e21edb5e4825e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10248",
    "kind": "arxiv",
    "version": 4
  }
}