Pith Number

pith:DY3UPILR

pith:2022:DY3UPILRL4PLNUO7Q467NK6ZDF

not attested not anchored not stored refs pending

Synthetically Controlled Bandits

Andrew Zheng, Ciamac Moallemi, Tianyi Peng, Vivek Farias

arxiv:2202.07079 v1 · 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{DY3UPILRL4PLNUO7Q467NK6ZDF}

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	2026-07-05T03:56:56.303536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3747a1715f1eb6d1df873df6abd9197679e8ef44c92ed9932be3c2ed43448d

Aliases

arxiv: 2202.07079 · arxiv_version: 2202.07079v1 · doi: 10.48550/arxiv.2202.07079 · pith_short_12: DY3UPILRL4PL · pith_short_16: DY3UPILRL4PLNUO7 · pith_short_8: DY3UPILR

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/DY3UPILRL4PLNUO7Q467NK6ZDF \
  | 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: 1e3747a1715f1eb6d1df873df6abd9197679e8ef44c92ed9932be3c2ed43448d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bde19bfa79385cfe167b8b80fb0c9947537b3ad6ac1ef163f8f070b3d7ddede",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-14T22:58:13Z",
    "title_canon_sha256": "14b042e07060c3d85bcc626a4a22fc0a1dfd1b7bc0ee4df5cf6454079d3828ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.07079",
    "kind": "arxiv",
    "version": 1
  }
}