Pith Number

pith:PWCSI53X

pith:2022:PWCSI53XCRR2PGIJK4AJ72TAY7

not attested not anchored not stored refs pending

Counterfactual inference in sequential experiments

Devavrat Shah, Katherine Tian, Predrag Klasnja, Raaz Dwivedi, Sabina Tomkins, Susan Murphy

arxiv:2202.06891 v5 · 2022-02-14 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PWCSI53XCRR2PGIJK4AJ72TAY7}

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	2026-07-05T11:17:29.564687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d852477771463a7990957009fea60c7c839621c3e54725322b9102621bc28f7

Aliases

arxiv: 2202.06891 · arxiv_version: 2202.06891v5 · doi: 10.48550/arxiv.2202.06891 · pith_short_12: PWCSI53XCRR2 · pith_short_16: PWCSI53XCRR2PGIJ · pith_short_8: PWCSI53X

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/PWCSI53XCRR2PGIJK4AJ72TAY7 \
  | 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: 7d852477771463a7990957009fea60c7c839621c3e54725322b9102621bc28f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32137e0cf702146f293c9985c54990d51f5899acb4d4cf68da594a84419ddf22",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-14T17:24:27Z",
    "title_canon_sha256": "61fe7e3cd6d4c1d3ae668f83c092eaca842513b0eb577c43563b90b7de36f509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.06891",
    "kind": "arxiv",
    "version": 5
  }
}