Pith Number

pith:T3TPEP5U

pith:2021:T3TPEP5UU6MVFZIDGBQCLOHYUL

not attested not anchored not stored refs pending

Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data

Andreas Kirsch, Andrew Jesson, Joost van Amersfoort, Panagiotis Tigas, Uri Shalit, Yarin Gal

arxiv:2111.02275 v2 · 2021-11-03 · 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{T3TPEP5UU6MVFZIDGBQCLOHYUL}

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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

X-Factor: Quality Is a Dataset-Intrinsic Property

Receipt and verification

First computed	2026-07-05T03:53:09.739907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ee6f23fb4a79952e503306025b8f8a2f5dd3b18f8049bac1a49d47d4b6d1cba

Aliases

arxiv: 2111.02275 · arxiv_version: 2111.02275v2 · doi: 10.48550/arxiv.2111.02275 · pith_short_12: T3TPEP5UU6MV · pith_short_16: T3TPEP5UU6MVFZID · pith_short_8: T3TPEP5U

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/T3TPEP5UU6MVFZIDGBQCLOHYUL \
  | 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: 9ee6f23fb4a79952e503306025b8f8a2f5dd3b18f8049bac1a49d47d4b6d1cba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64cfcf84afec0bb53c6e2d9b8dfea3f4e66f947973fa17318a23a983a8944fb4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-03T15:11:39Z",
    "title_canon_sha256": "5a9ec541585f2952d0634dc78bbbb6a5b2e5b814688fff8f350a9b1408c998a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02275",
    "kind": "arxiv",
    "version": 2
  }
}