Pith Number

pith:OF66GC2Y

pith:2019:OF66GC2YT2LWEKID5IQVB4ZA2W

not attested not anchored not stored refs pending

Uplift Modeling for Multiple Treatments with Cost Optimization

Totte Harinen, Zhenyu Zhao

arxiv:1908.05372 v3 · 2019-08-14 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OF66GC2YT2LWEKID5IQVB4ZA2W}

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	2026-07-05T00:50:43.409953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

717de30b589e97622903ea2150f320d591ef68ae19854dc1fc8862fcb820af5d

Aliases

arxiv: 1908.05372 · arxiv_version: 1908.05372v3 · doi: 10.48550/arxiv.1908.05372 · pith_short_12: OF66GC2YT2LW · pith_short_16: OF66GC2YT2LWEKID · pith_short_8: OF66GC2Y

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/OF66GC2YT2LWEKID5IQVB4ZA2W \
  | 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: 717de30b589e97622903ea2150f320d591ef68ae19854dc1fc8862fcb820af5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c035b9c7a0d4bdadb3c4e8ae7ec06cb134e1de2f7fb4c58ed5bbe3ab6254818",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-08-14T23:35:25Z",
    "title_canon_sha256": "e04ac0f22c42d1d6a66a581629b4bf791f8d38eab9d462102dec8ff0fbc233eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05372",
    "kind": "arxiv",
    "version": 3
  }
}