Pith Number

pith:JNJDCP5D

pith:2019:JNJDCP5DQ5IX3RWTCTB4ID5Q3J

not attested not anchored not stored refs pending

Ensembles of Locally Independent Prediction Models

Andrew Slavin Ross, Finale Doshi-Velez, Leo Anthony Celi, Weiwei Pan

arxiv:1911.01291 v3 · 2019-11-04 · 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{JNJDCP5DQ5IX3RWTCTB4ID5Q3J}

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	2026-07-05T00:39:05.747145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b52313fa387517dc6d314c3c40fb0da4100b2b43a215889a024a687e31fbeb0

Aliases

arxiv: 1911.01291 · arxiv_version: 1911.01291v3 · doi: 10.48550/arxiv.1911.01291 · pith_short_12: JNJDCP5DQ5IX · pith_short_16: JNJDCP5DQ5IX3RWT · pith_short_8: JNJDCP5D

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/JNJDCP5DQ5IX3RWTCTB4ID5Q3J \
  | 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: 4b52313fa387517dc6d314c3c40fb0da4100b2b43a215889a024a687e31fbeb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29ce2f0a0fd0ad02d9a76d75110321663d57a677fa0982adf72a31e3aac09b3c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-04T15:46:59Z",
    "title_canon_sha256": "dbafaa145cf0527dd125ec5a65b0ad863c3799bf42335c95fab37f5972e2aac4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.01291",
    "kind": "arxiv",
    "version": 3
  }
}